Overview

Dataset statistics

Number of variables93
Number of observations379
Missing cells0
Missing cells (%)0.0%
Duplicate rows0
Duplicate rows (%)0.0%
Total size in memory286.4 KiB
Average record size in memory773.9 B

Variable types

Categorical91
Numeric2

Alerts

devicephonenum has constant value ""Constant
username has constant value "jwilliams@jmkconsultinggroup.org"Constant
resp_reach has constant value "1"Constant
resp_reach2 has constant value ""Constant
beneficiary_check has constant value "1"Constant
true_beneficiary has constant value ""Constant
true_beneficiary_talk has constant value ""Constant
Full_Name has constant value ""Constant
schooling_other has constant value ""Constant
marital_status_other has constant value ""Constant
starttime has a high cardinality: 379 distinct valuesHigh cardinality
endtime has a high cardinality: 379 distinct valuesHigh cardinality
duration_true has a high cardinality: 316 distinct valuesHigh cardinality
text_audit has a high cardinality: 379 distinct valuesHigh cardinality
consent_audio has a high cardinality: 103 distinct valuesHigh cardinality
ezwichid_check has a high cardinality: 357 distinct valuesHigh cardinality
pre_consent_ts has a high cardinality: 361 distinct valuesHigh cardinality
survey_start_ts has a high cardinality: 356 distinct valuesHigh cardinality
grant_amount has a high cardinality: 114 distinct valuesHigh cardinality
save_purpose_30days has a high cardinality: 51 distinct valuesHigh cardinality
save_purpose_12months has a high cardinality: 62 distinct valuesHigh cardinality
savings_amount_12months has a high cardinality: 83 distinct valuesHigh cardinality
business_principles has a high cardinality: 86 distinct valuesHigh cardinality
business_principles_applied has a high cardinality: 85 distinct valuesHigh cardinality
pct_sound_between0_60 is highly overall correlated with deviceid and 6 other fieldsHigh correlation
deviceid is highly overall correlated with subscriberid and 50 other fieldsHigh correlation
subscriberid is highly overall correlated with deviceid and 32 other fieldsHigh correlation
simid is highly overall correlated with deviceid and 32 other fieldsHigh correlation
verify_beneficiary is highly overall correlated with Voluntarily_participate and 34 other fieldsHigh correlation
Voluntarily_participate is highly overall correlated with verify_beneficiary and 34 other fieldsHigh correlation
Understand_purpose_rights is highly overall correlated with verify_beneficiary and 34 other fieldsHigh correlation
region is highly overall correlated with deviceid and 44 other fieldsHigh correlation
district is highly overall correlated with deviceid and 63 other fieldsHigh correlation
community is highly overall correlated with deviceid and 66 other fieldsHigh correlation
Sex is highly overall correlated with subscriberid and 36 other fieldsHigh correlation
Age is highly overall correlated with deviceid and 40 other fieldsHigh correlation
schooling is highly overall correlated with verify_beneficiary and 34 other fieldsHigh correlation
marital_status is highly overall correlated with verify_beneficiary and 34 other fieldsHigh correlation
household_size is highly overall correlated with verify_beneficiary and 36 other fieldsHigh correlation
employment_status is highly overall correlated with deviceid and 40 other fieldsHigh correlation
employment_status_other is highly overall correlated with deviceid and 13 other fieldsHigh correlation
had_business is highly overall correlated with deviceid and 38 other fieldsHigh correlation
previous_business_status is highly overall correlated with deviceid and 7 other fieldsHigh correlation
business_status_other is highly overall correlated with community and 20 other fieldsHigh correlation
new_business is highly overall correlated with deviceid and 37 other fieldsHigh correlation
completed_tech_training is highly overall correlated with verify_beneficiary and 34 other fieldsHigh correlation
received_grant is highly overall correlated with verify_beneficiary and 35 other fieldsHigh correlation
grant_month is highly overall correlated with deviceid and 21 other fieldsHigh correlation
have_goal is highly overall correlated with deviceid and 41 other fieldsHigh correlation
specific_goal is highly overall correlated with deviceid and 22 other fieldsHigh correlation
specific_goal_other is highly overall correlated with specific_goal and 3 other fieldsHigh correlation
goal_timeline is highly overall correlated with deviceid and 18 other fieldsHigh correlation
goal_cost is highly overall correlated with deviceid and 44 other fieldsHigh correlation
accomplish_goal is highly overall correlated with deviceid and 17 other fieldsHigh correlation
accomplish_goal_other is highly overall correlated with business_status_other and 14 other fieldsHigh correlation
savings_frequency is highly overall correlated with deviceid and 12 other fieldsHigh correlation
savings_frequency_often is highly overall correlated with deviceid and 16 other fieldsHigh correlation
savings_frequency_often_other is highly overall correlated with household_size and 15 other fieldsHigh correlation
savings_amount is highly overall correlated with deviceid and 12 other fieldsHigh correlation
savings_amount_howmuch is highly overall correlated with deviceid and 32 other fieldsHigh correlation
save_30days is highly overall correlated with subscriberid and 41 other fieldsHigh correlation
save_purpose_30days is highly overall correlated with deviceid and 29 other fieldsHigh correlation
save_purpose_30days_other is highly overall correlated with deviceid and 23 other fieldsHigh correlation
savings_times_30days is highly overall correlated with deviceid and 21 other fieldsHigh correlation
savings_times_30days_other is highly overall correlated with business_status_other and 11 other fieldsHigh correlation
savings_amount_30days is highly overall correlated with deviceid and 27 other fieldsHigh correlation
savings_place_30days is highly overall correlated with deviceid and 31 other fieldsHigh correlation
savings_place_30days_other is highly overall correlated with deviceid and 20 other fieldsHigh correlation
save_12months is highly overall correlated with deviceid and 40 other fieldsHigh correlation
save_purpose_12months is highly overall correlated with deviceid and 36 other fieldsHigh correlation
save_purpose_12months_other is highly overall correlated with subscriberid and 21 other fieldsHigh correlation
savings_times_12months is highly overall correlated with deviceid and 13 other fieldsHigh correlation
savings_times_12months_other is highly overall correlated with deviceid and 27 other fieldsHigh correlation
savings_amount_12months is highly overall correlated with deviceid and 30 other fieldsHigh correlation
savings_place_12months is highly overall correlated with deviceid and 34 other fieldsHigh correlation
savings_place_12months_other is highly overall correlated with deviceid and 20 other fieldsHigh correlation
save_ability is highly overall correlated with deviceid and 45 other fieldsHigh correlation
save_reason is highly overall correlated with deviceid and 9 other fieldsHigh correlation
save_reason_other is highly overall correlated with previous_business_status and 12 other fieldsHigh correlation
business_principles is highly overall correlated with deviceid and 61 other fieldsHigh correlation
business_principles_other is highly overall correlated with respid_check and 16 other fieldsHigh correlation
business_principles_applied is highly overall correlated with deviceid and 59 other fieldsHigh correlation
business_principles_applied_other is highly overall correlated with community and 21 other fieldsHigh correlation
purchase_eggs is highly overall correlated with deviceid and 37 other fieldsHigh correlation
purchase_beef is highly overall correlated with deviceid and 37 other fieldsHigh correlation
construction_material is highly overall correlated with deviceid and 35 other fieldsHigh correlation
fuel is highly overall correlated with verify_beneficiary and 34 other fieldsHigh correlation
gas_stove is highly overall correlated with verify_beneficiary and 34 other fieldsHigh correlation
refrigerator is highly overall correlated with verify_beneficiary and 34 other fieldsHigh correlation
fan is highly overall correlated with deviceid and 37 other fieldsHigh correlation
television is highly overall correlated with deviceid and 37 other fieldsHigh correlation
borrowed_30days is highly overall correlated with deviceid and 38 other fieldsHigh correlation
borrowed_reason is highly overall correlated with deviceid and 5 other fieldsHigh correlation
reduce_food is highly overall correlated with deviceid and 37 other fieldsHigh correlation
unexpected_expense is highly overall correlated with deviceid and 36 other fieldsHigh correlation
current_wealth is highly overall correlated with deviceid and 36 other fieldsHigh correlation
future_wealth is highly overall correlated with deviceid and 38 other fieldsHigh correlation
respid_check is highly overall correlated with deviceid and 26 other fieldsHigh correlation
starttime is uniformly distributedUniform
endtime is uniformly distributedUniform
text_audit is uniformly distributedUniform
pre_consent_ts is uniformly distributedUniform
starttime has unique valuesUnique
endtime has unique valuesUnique
text_audit has unique valuesUnique
pct_sound_between0_60 has unique valuesUnique

Reproduction

Analysis started2022-11-30 05:14:18.283991
Analysis finished2022-11-30 05:16:11.748629
Duration1 minute and 53.46 seconds
Software versionpandas-profiling vdev
Download configurationconfig.json

Variables

starttime
Categorical

HIGH CARDINALITY
UNIFORM
UNIQUE

Distinct379
Distinct (%)100.0%
Missing0
Missing (%)0.0%
Memory size14.0 KiB
2022-11-27T11:06:04.188Z
 
1
2022-11-28T18:05:50.752Z
 
1
2022-11-28T13:42:53.860Z
 
1
2022-11-28T10:25:40.064Z
 
1
2022-11-28T13:19:40.193Z
 
1
Other values (374)
374 

Length

Max length24
Median length24
Mean length24
Min length24

Characters and Unicode

Total characters9096
Distinct characters15
Distinct categories4 ?
Distinct scripts2 ?
Distinct blocks1 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique379 ?
Unique (%)100.0%

Sample

1st row2022-11-27T11:06:04.188Z
2nd row2022-11-27T12:50:33.288Z
3rd row2022-11-27T13:15:27.986Z
4th row2022-11-27T13:51:58.297Z
5th row2022-11-27T14:35:09.320Z

Common Values

ValueCountFrequency (%)
2022-11-27T11:06:04.188Z 1
 
0.3%
2022-11-28T18:05:50.752Z 1
 
0.3%
2022-11-28T13:42:53.860Z 1
 
0.3%
2022-11-28T10:25:40.064Z 1
 
0.3%
2022-11-28T13:19:40.193Z 1
 
0.3%
2022-11-28T09:01:39.278Z 1
 
0.3%
2022-11-28T08:42:40.131Z 1
 
0.3%
2022-11-28T11:14:29.980Z 1
 
0.3%
2022-11-28T09:04:31.911Z 1
 
0.3%
2022-11-28T07:02:32.022Z 1
 
0.3%
Other values (369) 369
97.4%

Length

Histogram of lengths of the category
ValueCountFrequency (%)
2022-11-27t11:06:04.188z 1
 
0.3%
2022-11-27t16:39:51.212z 1
 
0.3%
2022-11-27t13:51:58.297z 1
 
0.3%
2022-11-27t14:35:09.320z 1
 
0.3%
2022-11-27t15:47:06.957z 1
 
0.3%
2022-11-27t10:08:28.326z 1
 
0.3%
2022-11-27t12:57:23.433z 1
 
0.3%
2022-11-27t13:48:56.729z 1
 
0.3%
2022-11-27t14:58:37.482z 1
 
0.3%
2022-11-27t15:54:48.465z 1
 
0.3%
Other values (369) 369
97.4%

Most occurring characters

ValueCountFrequency (%)
2 1879
20.7%
1 1416
15.6%
0 816
9.0%
- 758
8.3%
: 758
8.3%
8 462
 
5.1%
T 379
 
4.2%
. 379
 
4.2%
Z 379
 
4.2%
3 354
 
3.9%
Other values (5) 1516
16.7%

Most occurring categories

ValueCountFrequency (%)
Decimal Number 6443
70.8%
Other Punctuation 1137
 
12.5%
Dash Punctuation 758
 
8.3%
Uppercase Letter 758
 
8.3%

Most frequent character per category

Decimal Number
ValueCountFrequency (%)
2 1879
29.2%
1 1416
22.0%
0 816
12.7%
8 462
 
7.2%
3 354
 
5.5%
4 332
 
5.2%
5 325
 
5.0%
9 318
 
4.9%
7 293
 
4.5%
6 248
 
3.8%
Other Punctuation
ValueCountFrequency (%)
: 758
66.7%
. 379
33.3%
Uppercase Letter
ValueCountFrequency (%)
T 379
50.0%
Z 379
50.0%
Dash Punctuation
ValueCountFrequency (%)
- 758
100.0%

Most occurring scripts

ValueCountFrequency (%)
Common 8338
91.7%
Latin 758
 
8.3%

Most frequent character per script

Common
ValueCountFrequency (%)
2 1879
22.5%
1 1416
17.0%
0 816
9.8%
- 758
9.1%
: 758
9.1%
8 462
 
5.5%
. 379
 
4.5%
3 354
 
4.2%
4 332
 
4.0%
5 325
 
3.9%
Other values (3) 859
10.3%
Latin
ValueCountFrequency (%)
T 379
50.0%
Z 379
50.0%

Most occurring blocks

ValueCountFrequency (%)
ASCII 9096
100.0%

Most frequent character per block

ASCII
ValueCountFrequency (%)
2 1879
20.7%
1 1416
15.6%
0 816
9.0%
- 758
8.3%
: 758
8.3%
8 462
 
5.1%
T 379
 
4.2%
. 379
 
4.2%
Z 379
 
4.2%
3 354
 
3.9%
Other values (5) 1516
16.7%

endtime
Categorical

HIGH CARDINALITY
UNIFORM
UNIQUE

Distinct379
Distinct (%)100.0%
Missing0
Missing (%)0.0%
Memory size14.0 KiB
2022-11-27T15:45:05.438Z
 
1
2022-11-29T07:23:28.174Z
 
1
2022-11-28T23:26:47.167Z
 
1
2022-11-29T07:38:52.203Z
 
1
2022-11-28T23:26:20.937Z
 
1
Other values (374)
374 

Length

Max length24
Median length24
Mean length24
Min length24

Characters and Unicode

Total characters9096
Distinct characters15
Distinct categories4 ?
Distinct scripts2 ?
Distinct blocks1 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique379 ?
Unique (%)100.0%

Sample

1st row2022-11-27T15:45:05.438Z
2nd row2022-11-27T15:39:43.035Z
3rd row2022-11-27T15:35:58.274Z
4th row2022-11-27T15:33:15.404Z
5th row2022-11-27T15:31:33.795Z

Common Values

ValueCountFrequency (%)
2022-11-27T15:45:05.438Z 1
 
0.3%
2022-11-29T07:23:28.174Z 1
 
0.3%
2022-11-28T23:26:47.167Z 1
 
0.3%
2022-11-29T07:38:52.203Z 1
 
0.3%
2022-11-28T23:26:20.937Z 1
 
0.3%
2022-11-28T23:06:26.926Z 1
 
0.3%
2022-11-29T07:33:50.139Z 1
 
0.3%
2022-11-28T23:12:58.702Z 1
 
0.3%
2022-11-29T07:47:07.059Z 1
 
0.3%
2022-11-29T07:07:11.023Z 1
 
0.3%
Other values (369) 369
97.4%

Length

Histogram of lengths of the category
ValueCountFrequency (%)
2022-11-27t15:45:05.438z 1
 
0.3%
2022-11-27t20:47:47.993z 1
 
0.3%
2022-11-27t15:33:15.404z 1
 
0.3%
2022-11-27t15:31:33.795z 1
 
0.3%
2022-11-27t16:09:36.001z 1
 
0.3%
2022-11-27t20:30:29.152z 1
 
0.3%
2022-11-27t20:38:20.903z 1
 
0.3%
2022-11-27t20:41:13.635z 1
 
0.3%
2022-11-27t20:45:16.493z 1
 
0.3%
2022-11-27t20:46:23.624z 1
 
0.3%
Other values (369) 369
97.4%

Most occurring characters

ValueCountFrequency (%)
2 1945
21.4%
1 1359
14.9%
0 793
8.7%
- 758
 
8.3%
: 758
 
8.3%
8 441
 
4.8%
T 379
 
4.2%
. 379
 
4.2%
Z 379
 
4.2%
9 372
 
4.1%
Other values (5) 1533
16.9%

Most occurring categories

ValueCountFrequency (%)
Decimal Number 6443
70.8%
Other Punctuation 1137
 
12.5%
Dash Punctuation 758
 
8.3%
Uppercase Letter 758
 
8.3%

Most frequent character per category

Decimal Number
ValueCountFrequency (%)
2 1945
30.2%
1 1359
21.1%
0 793
12.3%
8 441
 
6.8%
9 372
 
5.8%
5 342
 
5.3%
3 320
 
5.0%
7 305
 
4.7%
4 305
 
4.7%
6 261
 
4.1%
Other Punctuation
ValueCountFrequency (%)
: 758
66.7%
. 379
33.3%
Uppercase Letter
ValueCountFrequency (%)
T 379
50.0%
Z 379
50.0%
Dash Punctuation
ValueCountFrequency (%)
- 758
100.0%

Most occurring scripts

ValueCountFrequency (%)
Common 8338
91.7%
Latin 758
 
8.3%

Most frequent character per script

Common
ValueCountFrequency (%)
2 1945
23.3%
1 1359
16.3%
0 793
9.5%
- 758
 
9.1%
: 758
 
9.1%
8 441
 
5.3%
. 379
 
4.5%
9 372
 
4.5%
5 342
 
4.1%
3 320
 
3.8%
Other values (3) 871
10.4%
Latin
ValueCountFrequency (%)
T 379
50.0%
Z 379
50.0%

Most occurring blocks

ValueCountFrequency (%)
ASCII 9096
100.0%

Most frequent character per block

ASCII
ValueCountFrequency (%)
2 1945
21.4%
1 1359
14.9%
0 793
8.7%
- 758
 
8.3%
: 758
 
8.3%
8 441
 
4.8%
T 379
 
4.2%
. 379
 
4.2%
Z 379
 
4.2%
9 372
 
4.1%
Other values (5) 1533
16.9%

deviceid
Categorical

Distinct23
Distinct (%)6.1%
Missing0
Missing (%)0.0%
Memory size14.0 KiB
352232119413063
33 
352231113785393
32 
352231112534727
28 
352232117676620
24 
365ea3722980dd28
24 
Other values (18)
238 

Length

Max length16
Median length15
Mean length15.245383
Min length15

Characters and Unicode

Total characters5778
Distinct characters16
Distinct categories2 ?
Distinct scripts2 ?
Distinct blocks1 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row352231112534727
2nd row352231112534727
3rd row352231112534727
4th row352231112534727
5th row352231112534727

Common Values

ValueCountFrequency (%)
352232119413063 33
 
8.7%
352231113785393 32
 
8.4%
352231112534727 28
 
7.4%
352232117676620 24
 
6.3%
365ea3722980dd28 24
 
6.3%
352232119414392 21
 
5.5%
352232117690399 21
 
5.5%
c696767377da500b 20
 
5.3%
352232119640343 20
 
5.3%
e34bb2996f751049 20
 
5.3%
Other values (13) 136
35.9%

Length

Histogram of lengths of the category
ValueCountFrequency (%)
352232119413063 33
 
8.7%
352231113785393 32
 
8.4%
352231112534727 28
 
7.4%
352232117676620 24
 
6.3%
365ea3722980dd28 24
 
6.3%
352232119414392 21
 
5.5%
352232117690399 21
 
5.5%
c696767377da500b 20
 
5.3%
352232119640343 20
 
5.3%
e34bb2996f751049 20
 
5.3%
Other values (13) 136
35.9%

Most occurring characters

ValueCountFrequency (%)
3 1070
18.5%
2 1053
18.2%
1 822
14.2%
5 539
9.3%
6 402
 
7.0%
9 387
 
6.7%
7 385
 
6.7%
4 285
 
4.9%
0 246
 
4.3%
8 160
 
2.8%
Other values (6) 429
7.4%

Most occurring categories

ValueCountFrequency (%)
Decimal Number 5349
92.6%
Lowercase Letter 429
 
7.4%

Most frequent character per category

Decimal Number
ValueCountFrequency (%)
3 1070
20.0%
2 1053
19.7%
1 822
15.4%
5 539
10.1%
6 402
 
7.5%
9 387
 
7.2%
7 385
 
7.2%
4 285
 
5.3%
0 246
 
4.6%
8 160
 
3.0%
Lowercase Letter
ValueCountFrequency (%)
b 105
24.5%
d 95
22.1%
e 71
16.6%
a 70
16.3%
f 50
11.7%
c 38
 
8.9%

Most occurring scripts

ValueCountFrequency (%)
Common 5349
92.6%
Latin 429
 
7.4%

Most frequent character per script

Common
ValueCountFrequency (%)
3 1070
20.0%
2 1053
19.7%
1 822
15.4%
5 539
10.1%
6 402
 
7.5%
9 387
 
7.2%
7 385
 
7.2%
4 285
 
5.3%
0 246
 
4.6%
8 160
 
3.0%
Latin
ValueCountFrequency (%)
b 105
24.5%
d 95
22.1%
e 71
16.6%
a 70
16.3%
f 50
11.7%
c 38
 
8.9%

Most occurring blocks

ValueCountFrequency (%)
ASCII 5778
100.0%

Most frequent character per block

ASCII
ValueCountFrequency (%)
3 1070
18.5%
2 1053
18.2%
1 822
14.2%
5 539
9.3%
6 402
 
7.0%
9 387
 
6.7%
7 385
 
6.7%
4 285
 
4.9%
0 246
 
4.3%
8 160
 
2.8%
Other values (6) 429
7.4%

subscriberid
Categorical

Distinct9
Distinct (%)2.4%
Missing0
Missing (%)0.0%
Memory size14.0 KiB
247 
620020554442645
32 
620010101412629
28 
620020554464049
 
24
620020514952611
 
21
Other values (4)
27 

Length

Max length15
Median length0
Mean length5.2242744
Min length0

Characters and Unicode

Total characters1980
Distinct characters9
Distinct categories1 ?
Distinct scripts1 ?
Distinct blocks1 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row620010101412629
2nd row620010101412629
3rd row620010101412629
4th row620010101412629
5th row620010101412629

Common Values

ValueCountFrequency (%)
247
65.2%
620020554442645 32
 
8.4%
620010101412629 28
 
7.4%
620020554464049 24
 
6.3%
620020514952611 21
 
5.5%
620010426299479 10
 
2.6%
620010416230496 8
 
2.1%
620010400722673 7
 
1.8%
620010430443705 2
 
0.5%

Length

Histogram of lengths of the category

Common Values (Plot)

ValueCountFrequency (%)
620020554442645 32
24.2%
620010101412629 28
21.2%
620020554464049 24
18.2%
620020514952611 21
15.9%
620010426299479 10
 
7.6%
620010416230496 8
 
6.1%
620010400722673 7
 
5.3%
620010430443705 2
 
1.5%

Most occurring characters

ValueCountFrequency (%)
0 474
23.9%
2 360
18.2%
4 322
16.3%
6 270
13.6%
1 210
10.6%
5 188
 
9.5%
9 111
 
5.6%
7 26
 
1.3%
3 19
 
1.0%

Most occurring categories

ValueCountFrequency (%)
Decimal Number 1980
100.0%

Most frequent character per category

Decimal Number
ValueCountFrequency (%)
0 474
23.9%
2 360
18.2%
4 322
16.3%
6 270
13.6%
1 210
10.6%
5 188
 
9.5%
9 111
 
5.6%
7 26
 
1.3%
3 19
 
1.0%

Most occurring scripts

ValueCountFrequency (%)
Common 1980
100.0%

Most frequent character per script

Common
ValueCountFrequency (%)
0 474
23.9%
2 360
18.2%
4 322
16.3%
6 270
13.6%
1 210
10.6%
5 188
 
9.5%
9 111
 
5.6%
7 26
 
1.3%
3 19
 
1.0%

Most occurring blocks

ValueCountFrequency (%)
ASCII 1980
100.0%

Most frequent character per block

ASCII
ValueCountFrequency (%)
0 474
23.9%
2 360
18.2%
4 322
16.3%
6 270
13.6%
1 210
10.6%
5 188
 
9.5%
9 111
 
5.6%
7 26
 
1.3%
3 19
 
1.0%

simid
Categorical

Distinct9
Distinct (%)2.4%
Missing0
Missing (%)0.0%
Memory size14.0 KiB
247 
89233020500544426451
32 
8923301001014126295
28 
89233020500544640499
 
24
89233020500149526119
 
21
Other values (4)
27 

Length

Max length20
Median length0
Mean length6.8205805
Min length0

Characters and Unicode

Total characters2585
Distinct characters10
Distinct categories1 ?
Distinct scripts1 ?
Distinct blocks1 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row8923301001014126295
2nd row8923301001014126295
3rd row8923301001014126295
4th row8923301001014126295
5th row8923301001014126295

Common Values

ValueCountFrequency (%)
247
65.2%
89233020500544426451 32
 
8.4%
8923301001014126295 28
 
7.4%
89233020500544640499 24
 
6.3%
89233020500149526119 21
 
5.5%
8923301004262994794 10
 
2.6%
8923301004162304961 8
 
2.1%
8923301004007226734 7
 
1.8%
8923301004304437059 2
 
0.5%

Length

Histogram of lengths of the category

Common Values (Plot)

ValueCountFrequency (%)
89233020500544426451 32
24.2%
8923301001014126295 28
21.2%
89233020500544640499 24
18.2%
89233020500149526119 21
15.9%
8923301004262994794 10
 
7.6%
8923301004162304961 8
 
6.1%
8923301004007226734 7
 
5.3%
8923301004304437059 2
 
1.5%

Most occurring characters

ValueCountFrequency (%)
0 551
21.3%
2 360
13.9%
4 339
13.1%
9 290
11.2%
3 283
10.9%
1 250
9.7%
5 216
 
8.4%
6 138
 
5.3%
8 132
 
5.1%
7 26
 
1.0%

Most occurring categories

ValueCountFrequency (%)
Decimal Number 2585
100.0%

Most frequent character per category

Decimal Number
ValueCountFrequency (%)
0 551
21.3%
2 360
13.9%
4 339
13.1%
9 290
11.2%
3 283
10.9%
1 250
9.7%
5 216
 
8.4%
6 138
 
5.3%
8 132
 
5.1%
7 26
 
1.0%

Most occurring scripts

ValueCountFrequency (%)
Common 2585
100.0%

Most frequent character per script

Common
ValueCountFrequency (%)
0 551
21.3%
2 360
13.9%
4 339
13.1%
9 290
11.2%
3 283
10.9%
1 250
9.7%
5 216
 
8.4%
6 138
 
5.3%
8 132
 
5.1%
7 26
 
1.0%

Most occurring blocks

ValueCountFrequency (%)
ASCII 2585
100.0%

Most frequent character per block

ASCII
ValueCountFrequency (%)
0 551
21.3%
2 360
13.9%
4 339
13.1%
9 290
11.2%
3 283
10.9%
1 250
9.7%
5 216
 
8.4%
6 138
 
5.3%
8 132
 
5.1%
7 26
 
1.0%

devicephonenum
Categorical

Distinct1
Distinct (%)0.3%
Missing0
Missing (%)0.0%
Memory size14.0 KiB
379 

Length

Max length0
Median length0
Mean length0
Min length0

Characters and Unicode

Total characters0
Distinct characters0
Distinct categories0 ?
Distinct scripts0 ?
Distinct blocks0 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row
2nd row
3rd row
4th row
5th row

Common Values

ValueCountFrequency (%)
379
100.0%

Length

Histogram of lengths of the category

Common Values (Plot)

ValueCountFrequency (%)
No values found.

Most occurring characters

ValueCountFrequency (%)
No values found.

Most occurring categories

ValueCountFrequency (%)
No values found.

Most frequent character per category

Most occurring scripts

ValueCountFrequency (%)
No values found.

Most frequent character per script

Most occurring blocks

ValueCountFrequency (%)
No values found.

Most frequent character per block

username
Categorical

Distinct1
Distinct (%)0.3%
Missing0
Missing (%)0.0%
Memory size14.0 KiB
jwilliams@jmkconsultinggroup.org
379 

Length

Max length32
Median length32
Mean length32
Min length32

Characters and Unicode

Total characters12128
Distinct characters18
Distinct categories2 ?
Distinct scripts2 ?
Distinct blocks1 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st rowjwilliams@jmkconsultinggroup.org
2nd rowjwilliams@jmkconsultinggroup.org
3rd rowjwilliams@jmkconsultinggroup.org
4th rowjwilliams@jmkconsultinggroup.org
5th rowjwilliams@jmkconsultinggroup.org

Common Values

ValueCountFrequency (%)
jwilliams@jmkconsultinggroup.org 379
100.0%

Length

Histogram of lengths of the category

Common Values (Plot)

ValueCountFrequency (%)
jwilliams@jmkconsultinggroup.org 379
100.0%

Most occurring characters

ValueCountFrequency (%)
i 1137
 
9.4%
l 1137
 
9.4%
g 1137
 
9.4%
o 1137
 
9.4%
j 758
 
6.2%
u 758
 
6.2%
m 758
 
6.2%
s 758
 
6.2%
r 758
 
6.2%
n 758
 
6.2%
Other values (8) 3032
25.0%

Most occurring categories

ValueCountFrequency (%)
Lowercase Letter 11370
93.8%
Other Punctuation 758
 
6.2%

Most frequent character per category

Lowercase Letter
ValueCountFrequency (%)
i 1137
10.0%
l 1137
10.0%
g 1137
10.0%
o 1137
10.0%
j 758
 
6.7%
u 758
 
6.7%
m 758
 
6.7%
s 758
 
6.7%
r 758
 
6.7%
n 758
 
6.7%
Other values (6) 2274
20.0%
Other Punctuation
ValueCountFrequency (%)
@ 379
50.0%
. 379
50.0%

Most occurring scripts

ValueCountFrequency (%)
Latin 11370
93.8%
Common 758
 
6.2%

Most frequent character per script

Latin
ValueCountFrequency (%)
i 1137
10.0%
l 1137
10.0%
g 1137
10.0%
o 1137
10.0%
j 758
 
6.7%
u 758
 
6.7%
m 758
 
6.7%
s 758
 
6.7%
r 758
 
6.7%
n 758
 
6.7%
Other values (6) 2274
20.0%
Common
ValueCountFrequency (%)
@ 379
50.0%
. 379
50.0%

Most occurring blocks

ValueCountFrequency (%)
ASCII 12128
100.0%

Most frequent character per block

ASCII
ValueCountFrequency (%)
i 1137
 
9.4%
l 1137
 
9.4%
g 1137
 
9.4%
o 1137
 
9.4%
j 758
 
6.2%
u 758
 
6.2%
m 758
 
6.2%
s 758
 
6.2%
r 758
 
6.2%
n 758
 
6.2%
Other values (8) 3032
25.0%

duration_true
Categorical

Distinct316
Distinct (%)83.4%
Missing0
Missing (%)0.0%
Memory size14.0 KiB
64 
-1289.834
 
1
-1179.269
 
1
-715.7299998
 
1
-1899.919
 
1
Other values (311)
311 

Length

Max length12
Median length9
Mean length8.5831135
Min length0

Characters and Unicode

Total characters3253
Distinct characters12
Distinct categories3 ?
Distinct scripts1 ?
Distinct blocks1 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique315 ?
Unique (%)83.1%

Sample

1st row-1289.834
2nd row-1018.47
3rd row-1256.139
4th row
5th row-1239.55

Common Values

ValueCountFrequency (%)
64
 
16.9%
-1289.834 1
 
0.3%
-1179.269 1
 
0.3%
-715.7299998 1
 
0.3%
-1899.919 1
 
0.3%
-746.6820002 1
 
0.3%
-2050.212 1
 
0.3%
-867.2590005 1
 
0.3%
-1388.654 1
 
0.3%
-757.2449999 1
 
0.3%
Other values (306) 306
80.7%

Length

Histogram of lengths of the category
ValueCountFrequency (%)
1289.834 1
 
0.3%
1528.987 1
 
0.3%
1239.55 1
 
0.3%
1092.699001 1
 
0.3%
2599.158 1
 
0.3%
2334.006 1
 
0.3%
1663.188 1
 
0.3%
1406.689 1
 
0.3%
882.2030001 1
 
0.3%
1073.898 1
 
0.3%
Other values (305) 305
96.8%

Most occurring characters

ValueCountFrequency (%)
9 466
14.3%
0 360
11.1%
1 338
10.4%
- 315
9.7%
. 315
9.7%
2 232
7.1%
7 227
7.0%
8 218
6.7%
3 212
6.5%
5 203
6.2%
Other values (2) 367
11.3%

Most occurring categories

ValueCountFrequency (%)
Decimal Number 2623
80.6%
Dash Punctuation 315
 
9.7%
Other Punctuation 315
 
9.7%

Most frequent character per category

Decimal Number
ValueCountFrequency (%)
9 466
17.8%
0 360
13.7%
1 338
12.9%
2 232
8.8%
7 227
8.7%
8 218
8.3%
3 212
8.1%
5 203
7.7%
4 199
7.6%
6 168
 
6.4%
Dash Punctuation
ValueCountFrequency (%)
- 315
100.0%
Other Punctuation
ValueCountFrequency (%)
. 315
100.0%

Most occurring scripts

ValueCountFrequency (%)
Common 3253
100.0%

Most frequent character per script

Common
ValueCountFrequency (%)
9 466
14.3%
0 360
11.1%
1 338
10.4%
- 315
9.7%
. 315
9.7%
2 232
7.1%
7 227
7.0%
8 218
6.7%
3 212
6.5%
5 203
6.2%
Other values (2) 367
11.3%

Most occurring blocks

ValueCountFrequency (%)
ASCII 3253
100.0%

Most frequent character per block

ASCII
ValueCountFrequency (%)
9 466
14.3%
0 360
11.1%
1 338
10.4%
- 315
9.7%
. 315
9.7%
2 232
7.1%
7 227
7.0%
8 218
6.7%
3 212
6.5%
5 203
6.2%
Other values (2) 367
11.3%

text_audit
Categorical

HIGH CARDINALITY
UNIFORM
UNIQUE

Distinct379
Distinct (%)100.0%
Missing0
Missing (%)0.0%
Memory size14.0 KiB
TA_989b4c9f-e1c9-472c-a0be-fb0a37ca5cc6.csv
 
1
TA_637cab02-298d-47f0-af55-182324db003b.csv
 
1
TA_89a7b242-0716-43f0-9990-ae9df42bab5c.csv
 
1
TA_83fe4fc2-f19f-461e-bde5-a25ee3792d70.csv
 
1
TA_81c0e172-3000-4985-bfcd-2b5c6148dbd3.csv
 
1
Other values (374)
374 

Length

Max length43
Median length43
Mean length43
Min length43

Characters and Unicode

Total characters16297
Distinct characters23
Distinct categories6 ?
Distinct scripts2 ?
Distinct blocks1 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique379 ?
Unique (%)100.0%

Sample

1st rowTA_989b4c9f-e1c9-472c-a0be-fb0a37ca5cc6.csv
2nd rowTA_8333ef6a-1cdf-43d4-aa86-f80304775d92.csv
3rd rowTA_cabbae37-32e8-42ac-8852-124dd90143b0.csv
4th rowTA_3865243c-12f6-4fbe-99c9-7f33f29684a6.csv
5th rowTA_ff615fc0-02bd-42a1-b8b5-1b8eeb037096.csv

Common Values

ValueCountFrequency (%)
TA_989b4c9f-e1c9-472c-a0be-fb0a37ca5cc6.csv 1
 
0.3%
TA_637cab02-298d-47f0-af55-182324db003b.csv 1
 
0.3%
TA_89a7b242-0716-43f0-9990-ae9df42bab5c.csv 1
 
0.3%
TA_83fe4fc2-f19f-461e-bde5-a25ee3792d70.csv 1
 
0.3%
TA_81c0e172-3000-4985-bfcd-2b5c6148dbd3.csv 1
 
0.3%
TA_809b7494-57f4-47ef-89e1-e3dd6ccdc533.csv 1
 
0.3%
TA_6d1b85c6-ab29-41d1-a3ef-0f35590f19a4.csv 1
 
0.3%
TA_6b26f528-9f69-49f7-b39c-991625efd885.csv 1
 
0.3%
TA_683a69f8-63e2-400f-afd8-50581ad2decb.csv 1
 
0.3%
TA_664c95d4-fedd-4a48-b021-ffd0b8ecfc9c.csv 1
 
0.3%
Other values (369) 369
97.4%

Length

Histogram of lengths of the category
ValueCountFrequency (%)
ta_989b4c9f-e1c9-472c-a0be-fb0a37ca5cc6.csv 1
 
0.3%
ta_ef933932-27be-4c37-898f-5f618e2bd9a0.csv 1
 
0.3%
ta_3865243c-12f6-4fbe-99c9-7f33f29684a6.csv 1
 
0.3%
ta_ff615fc0-02bd-42a1-b8b5-1b8eeb037096.csv 1
 
0.3%
ta_298731db-d50e-4f34-abee-d6ac53e600ac.csv 1
 
0.3%
ta_ab9dc08b-6e4a-4dd9-9c86-f8112cff4197.csv 1
 
0.3%
ta_e2666134-3923-4c96-a5ae-bb39ae6ddbbf.csv 1
 
0.3%
ta_b03b189b-350c-4f99-8c6d-ec453a9230da.csv 1
 
0.3%
ta_e06bae6d-07fa-4599-993a-d89938d0c4b9.csv 1
 
0.3%
ta_4018b591-c798-44ee-a33d-9f27d364da34.csv 1
 
0.3%
Other values (369) 369
97.4%

Most occurring characters

ValueCountFrequency (%)
- 1516
 
9.3%
c 1123
 
6.9%
4 1075
 
6.6%
9 853
 
5.2%
b 816
 
5.0%
8 802
 
4.9%
a 795
 
4.9%
d 782
 
4.8%
e 735
 
4.5%
6 726
 
4.5%
Other values (13) 7074
43.4%

Most occurring categories

ValueCountFrequency (%)
Decimal Number 7572
46.5%
Lowercase Letter 5693
34.9%
Dash Punctuation 1516
 
9.3%
Uppercase Letter 758
 
4.7%
Connector Punctuation 379
 
2.3%
Other Punctuation 379
 
2.3%

Most frequent character per category

Decimal Number
ValueCountFrequency (%)
4 1075
14.2%
9 853
11.3%
8 802
10.6%
6 726
9.6%
3 712
9.4%
5 696
9.2%
0 691
9.1%
1 683
9.0%
2 670
8.8%
7 664
8.8%
Lowercase Letter
ValueCountFrequency (%)
c 1123
19.7%
b 816
14.3%
a 795
14.0%
d 782
13.7%
e 735
12.9%
f 684
12.0%
s 379
 
6.7%
v 379
 
6.7%
Uppercase Letter
ValueCountFrequency (%)
A 379
50.0%
T 379
50.0%
Dash Punctuation
ValueCountFrequency (%)
- 1516
100.0%
Connector Punctuation
ValueCountFrequency (%)
_ 379
100.0%
Other Punctuation
ValueCountFrequency (%)
. 379
100.0%

Most occurring scripts

ValueCountFrequency (%)
Common 9846
60.4%
Latin 6451
39.6%

Most frequent character per script

Common
ValueCountFrequency (%)
- 1516
15.4%
4 1075
10.9%
9 853
8.7%
8 802
8.1%
6 726
7.4%
3 712
7.2%
5 696
7.1%
0 691
7.0%
1 683
6.9%
2 670
6.8%
Other values (3) 1422
14.4%
Latin
ValueCountFrequency (%)
c 1123
17.4%
b 816
12.6%
a 795
12.3%
d 782
12.1%
e 735
11.4%
f 684
10.6%
A 379
 
5.9%
s 379
 
5.9%
v 379
 
5.9%
T 379
 
5.9%

Most occurring blocks

ValueCountFrequency (%)
ASCII 16297
100.0%

Most frequent character per block

ASCII
ValueCountFrequency (%)
- 1516
 
9.3%
c 1123
 
6.9%
4 1075
 
6.6%
9 853
 
5.2%
b 816
 
5.0%
8 802
 
4.9%
a 795
 
4.9%
d 782
 
4.8%
e 735
 
4.5%
6 726
 
4.5%
Other values (13) 7074
43.4%

consent_audio
Categorical

Distinct103
Distinct (%)27.2%
Missing0
Missing (%)0.0%
Memory size14.0 KiB
277 
AA_0406494c-ee21-4481-a474-5a71c3b3aaa5_resp_reach.m4a
 
1
AA_86b09271-60fc-4c7d-92f7-6ddec447ccbf_resp_reach.m4a
 
1
AA_682b57b2-7d04-499d-83e6-ec875ae5a915_resp_reach.m4a
 
1
AA_62041169-34b8-4237-8ab0-0a727a26c4ac_resp_reach.m4a
 
1
Other values (98)
98 

Length

Max length54
Median length0
Mean length14.532982
Min length0

Characters and Unicode

Total characters5508
Distinct characters25
Distinct categories6 ?
Distinct scripts2 ?
Distinct blocks1 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique102 ?
Unique (%)26.9%

Sample

1st row
2nd row
3rd row
4th row
5th row

Common Values

ValueCountFrequency (%)
277
73.1%
AA_0406494c-ee21-4481-a474-5a71c3b3aaa5_resp_reach.m4a 1
 
0.3%
AA_86b09271-60fc-4c7d-92f7-6ddec447ccbf_resp_reach.m4a 1
 
0.3%
AA_682b57b2-7d04-499d-83e6-ec875ae5a915_resp_reach.m4a 1
 
0.3%
AA_62041169-34b8-4237-8ab0-0a727a26c4ac_resp_reach.m4a 1
 
0.3%
AA_2bf6e698-db88-4cb4-9993-3502a5aa1cad_resp_reach.m4a 1
 
0.3%
AA_2afe068e-d2bb-4895-9d11-351c99f43847_resp_reach.m4a 1
 
0.3%
AA_259d477c-cf88-4a67-856b-db7885e50a37_resp_reach.m4a 1
 
0.3%
AA_219278e6-13d9-4e91-9af7-63737cf0124f_resp_reach.m4a 1
 
0.3%
AA_1b89648b-5068-4616-9d27-2b802334954e_resp_reach.m4a 1
 
0.3%
Other values (93) 93
 
24.5%

Length

Histogram of lengths of the category
ValueCountFrequency (%)
aa_0406494c-ee21-4481-a474-5a71c3b3aaa5_resp_reach.m4a 1
 
1.0%
aa_23bc5e9e-a8e4-4ec5-9eee-ea99b109af27_resp_reach.m4a 1
 
1.0%
aa_3aebb2f4-d6a0-4f4e-933f-8e27494c4e21_resp_reach.m4a 1
 
1.0%
aa_bb2469ad-8a72-4d58-8b5c-3582cf791bb8_resp_reach.m4a 1
 
1.0%
aa_b3db6dae-bb3c-494c-8a4e-60f6739ecb8b_resp_reach.m4a 1
 
1.0%
aa_973e8d98-d67a-4aeb-b0ea-7de05181e9a5_resp_reach.m4a 1
 
1.0%
aa_713522ed-a255-4aeb-9ab0-af7d3bdadb3f_resp_reach.m4a 1
 
1.0%
aa_985b41df-e809-4ab6-a8ac-13096bb952a6_resp_reach.m4a 1
 
1.0%
aa_01a5cc73-9fe5-44b1-91fd-b4a6b55713c8_resp_reach.m4a 1
 
1.0%
aa_1ccdceab-0799-46f5-adb7-5dbf12dd0763_resp_reach.m4a 1
 
1.0%
Other values (92) 92
90.2%

Most occurring characters

ValueCountFrequency (%)
a 431
 
7.8%
- 408
 
7.4%
e 404
 
7.3%
4 385
 
7.0%
_ 306
 
5.6%
c 295
 
5.4%
9 232
 
4.2%
b 219
 
4.0%
8 213
 
3.9%
d 207
 
3.8%
Other values (15) 2408
43.7%

Most occurring categories

ValueCountFrequency (%)
Lowercase Letter 2339
42.5%
Decimal Number 2149
39.0%
Dash Punctuation 408
 
7.4%
Connector Punctuation 306
 
5.6%
Uppercase Letter 204
 
3.7%
Other Punctuation 102
 
1.9%

Most frequent character per category

Lowercase Letter
ValueCountFrequency (%)
a 431
18.4%
e 404
17.3%
c 295
12.6%
b 219
9.4%
d 207
8.8%
r 204
8.7%
f 171
 
7.3%
s 102
 
4.4%
p 102
 
4.4%
h 102
 
4.4%
Decimal Number
ValueCountFrequency (%)
4 385
17.9%
9 232
10.8%
8 213
9.9%
6 194
9.0%
0 194
9.0%
1 191
8.9%
5 191
8.9%
2 187
8.7%
3 186
8.7%
7 176
8.2%
Dash Punctuation
ValueCountFrequency (%)
- 408
100.0%
Connector Punctuation
ValueCountFrequency (%)
_ 306
100.0%
Uppercase Letter
ValueCountFrequency (%)
A 204
100.0%
Other Punctuation
ValueCountFrequency (%)
. 102
100.0%

Most occurring scripts

ValueCountFrequency (%)
Common 2965
53.8%
Latin 2543
46.2%

Most frequent character per script

Common
ValueCountFrequency (%)
- 408
13.8%
4 385
13.0%
_ 306
10.3%
9 232
7.8%
8 213
7.2%
6 194
6.5%
0 194
6.5%
1 191
6.4%
5 191
6.4%
2 187
6.3%
Other values (3) 464
15.6%
Latin
ValueCountFrequency (%)
a 431
16.9%
e 404
15.9%
c 295
11.6%
b 219
8.6%
d 207
8.1%
r 204
8.0%
A 204
8.0%
f 171
 
6.7%
s 102
 
4.0%
p 102
 
4.0%
Other values (2) 204
8.0%

Most occurring blocks

ValueCountFrequency (%)
ASCII 5508
100.0%

Most frequent character per block

ASCII
ValueCountFrequency (%)
a 431
 
7.8%
- 408
 
7.4%
e 404
 
7.3%
4 385
 
7.0%
_ 306
 
5.6%
c 295
 
5.4%
9 232
 
4.2%
b 219
 
4.0%
8 213
 
3.9%
d 207
 
3.8%
Other values (15) 2408
43.7%

pct_sound_between0_60
Real number (ℝ)

HIGH CORRELATION
UNIQUE

Distinct379
Distinct (%)100.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean0.71119466
Minimum0.16070139
Maximum0.99481097
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size14.0 KiB

Quantile statistics

Minimum0.16070139
5-th percentile0.42697276
Q10.59854132
median0.70336606
Q30.85425324
95-th percentile0.95204769
Maximum0.99481097
Range0.83410959
Interquartile range (IQR)0.25571191

Descriptive statistics

Standard deviation0.165464
Coefficient of variation (CV)0.23265641
Kurtosis-0.2899532
Mean0.71119466
Median Absolute Deviation (MAD)0.12815184
Skewness-0.3904291
Sum269.54278
Variance0.027378334
MonotonicityNot monotonic
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
0.6461095101 1
 
0.3%
0.7697461213 1
 
0.3%
0.816953317 1
 
0.3%
0.520661157 1
 
0.3%
0.8861111111 1
 
0.3%
0.6275605214 1
 
0.3%
0.5497592295 1
 
0.3%
0.4533808769 1
 
0.3%
0.5187861272 1
 
0.3%
0.1607013857 1
 
0.3%
Other values (369) 369
97.4%
ValueCountFrequency (%)
0.1607013857 1
0.3%
0.1938433797 1
0.3%
0.2446666667 1
0.3%
0.2873477038 1
0.3%
0.2945693911 1
0.3%
0.315643427 1
0.3%
0.3224637681 1
0.3%
0.3402403647 1
0.3%
0.3468939748 1
0.3%
0.3769702277 1
0.3%
ValueCountFrequency (%)
0.9948109711 1
0.3%
0.9846368715 1
0.3%
0.983909416 1
0.3%
0.981032666 1
0.3%
0.978218592 1
0.3%
0.9781678082 1
0.3%
0.9781312127 1
0.3%
0.9753442203 1
0.3%
0.975104979 1
0.3%
0.9694063927 1
0.3%

respid_check
Real number (ℝ)

Distinct378
Distinct (%)99.7%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean2025817.4
Minimum2015887
Maximum2041029
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size14.0 KiB

Quantile statistics

Minimum2015887
5-th percentile2015937.5
Q12016339.5
median2025392
Q32034589
95-th percentile2037656.4
Maximum2041029
Range25142
Interquartile range (IQR)18249.5

Descriptive statistics

Standard deviation8192.5732
Coefficient of variation (CV)0.0040440829
Kurtosis-1.4619236
Mean2025817.4
Median Absolute Deviation (MAD)9085
Skewness0.14438335
Sum7.6778478 × 108
Variance67118256
MonotonicityNot monotonic
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
2037816 2
 
0.5%
2017014 1
 
0.3%
2027184 1
 
0.3%
2034888 1
 
0.3%
2016163 1
 
0.3%
2032220 1
 
0.3%
2034881 1
 
0.3%
2016175 1
 
0.3%
2034896 1
 
0.3%
2016287 1
 
0.3%
Other values (368) 368
97.1%
ValueCountFrequency (%)
2015887 1
0.3%
2015888 1
0.3%
2015890 1
0.3%
2015891 1
0.3%
2015893 1
0.3%
2015896 1
0.3%
2015911 1
0.3%
2015912 1
0.3%
2015920 1
0.3%
2015922 1
0.3%
ValueCountFrequency (%)
2041029 1
0.3%
2037874 1
0.3%
2037872 1
0.3%
2037861 1
0.3%
2037826 1
0.3%
2037820 1
0.3%
2037819 1
0.3%
2037818 1
0.3%
2037816 2
0.5%
2037814 1
0.3%

ezwichid_check
Categorical

Distinct357
Distinct (%)94.2%
Missing0
Missing (%)0.0%
Memory size14.0 KiB
 
21
.
 
2
1010286112
 
2
1011538611
 
1
839188650
 
1
Other values (352)
352 

Length

Max length10
Median length10
Mean length9.3350923
Min length0

Characters and Unicode

Total characters3538
Distinct characters11
Distinct categories2 ?
Distinct scripts1 ?
Distinct blocks1 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique354 ?
Unique (%)93.4%

Sample

1st row1016496909
2nd row1015869266
3rd row1015869618
4th row1015864853
5th row1015864971

Common Values

ValueCountFrequency (%)
21
 
5.5%
. 2
 
0.5%
1010286112 2
 
0.5%
1011538611 1
 
0.3%
839188650 1
 
0.3%
1177144982 1
 
0.3%
839188990 1
 
0.3%
1011537337 1
 
0.3%
674780560 1
 
0.3%
839188872 1
 
0.3%
Other values (347) 347
91.6%

Length

Histogram of lengths of the category
ValueCountFrequency (%)
2
 
0.6%
1010286112 2
 
0.6%
1015290682 1
 
0.3%
4867258049 1
 
0.3%
1015864695 1
 
0.3%
1011913461 1
 
0.3%
1011913244 1
 
0.3%
1011915325 1
 
0.3%
1011912922 1
 
0.3%
674780213 1
 
0.3%
Other values (346) 346
96.6%

Most occurring characters

ValueCountFrequency (%)
1 741
20.9%
0 532
15.0%
8 375
10.6%
6 333
9.4%
4 312
8.8%
7 279
 
7.9%
5 254
 
7.2%
2 252
 
7.1%
9 246
 
7.0%
3 212
 
6.0%

Most occurring categories

ValueCountFrequency (%)
Decimal Number 3536
99.9%
Other Punctuation 2
 
0.1%

Most frequent character per category

Decimal Number
ValueCountFrequency (%)
1 741
21.0%
0 532
15.0%
8 375
10.6%
6 333
9.4%
4 312
8.8%
7 279
 
7.9%
5 254
 
7.2%
2 252
 
7.1%
9 246
 
7.0%
3 212
 
6.0%
Other Punctuation
ValueCountFrequency (%)
. 2
100.0%

Most occurring scripts

ValueCountFrequency (%)
Common 3538
100.0%

Most frequent character per script

Common
ValueCountFrequency (%)
1 741
20.9%
0 532
15.0%
8 375
10.6%
6 333
9.4%
4 312
8.8%
7 279
 
7.9%
5 254
 
7.2%
2 252
 
7.1%
9 246
 
7.0%
3 212
 
6.0%

Most occurring blocks

ValueCountFrequency (%)
ASCII 3538
100.0%

Most frequent character per block

ASCII
ValueCountFrequency (%)
1 741
20.9%
0 532
15.0%
8 375
10.6%
6 333
9.4%
4 312
8.8%
7 279
 
7.9%
5 254
 
7.2%
2 252
 
7.1%
9 246
 
7.0%
3 212
 
6.0%

resp_reach
Categorical

Distinct1
Distinct (%)0.3%
Missing0
Missing (%)0.0%
Memory size14.0 KiB
1
379 

Length

Max length1
Median length1
Mean length1
Min length1

Characters and Unicode

Total characters379
Distinct characters1
Distinct categories1 ?
Distinct scripts1 ?
Distinct blocks1 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row1
2nd row1
3rd row1
4th row1
5th row1

Common Values

ValueCountFrequency (%)
1 379
100.0%

Length

Histogram of lengths of the category

Common Values (Plot)

ValueCountFrequency (%)
1 379
100.0%

Most occurring characters

ValueCountFrequency (%)
1 379
100.0%

Most occurring categories

ValueCountFrequency (%)
Decimal Number 379
100.0%

Most frequent character per category

Decimal Number
ValueCountFrequency (%)
1 379
100.0%

Most occurring scripts

ValueCountFrequency (%)
Common 379
100.0%

Most frequent character per script

Common
ValueCountFrequency (%)
1 379
100.0%

Most occurring blocks

ValueCountFrequency (%)
ASCII 379
100.0%

Most frequent character per block

ASCII
ValueCountFrequency (%)
1 379
100.0%

resp_reach2
Categorical

Distinct1
Distinct (%)0.3%
Missing0
Missing (%)0.0%
Memory size14.0 KiB
379 

Length

Max length0
Median length0
Mean length0
Min length0

Characters and Unicode

Total characters0
Distinct characters0
Distinct categories0 ?
Distinct scripts0 ?
Distinct blocks0 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row
2nd row
3rd row
4th row
5th row

Common Values

ValueCountFrequency (%)
379
100.0%

Length

Histogram of lengths of the category

Common Values (Plot)

ValueCountFrequency (%)
No values found.

Most occurring characters

ValueCountFrequency (%)
No values found.

Most occurring categories

ValueCountFrequency (%)
No values found.

Most frequent character per category

Most occurring scripts

ValueCountFrequency (%)
No values found.

Most frequent character per script

Most occurring blocks

ValueCountFrequency (%)
No values found.

Most frequent character per block

Distinct1
Distinct (%)0.3%
Missing0
Missing (%)0.0%
Memory size14.0 KiB
1
379 

Length

Max length1
Median length1
Mean length1
Min length1

Characters and Unicode

Total characters379
Distinct characters1
Distinct categories1 ?
Distinct scripts1 ?
Distinct blocks1 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row1
2nd row1
3rd row1
4th row1
5th row1

Common Values

ValueCountFrequency (%)
1 379
100.0%

Length

Histogram of lengths of the category

Common Values (Plot)

ValueCountFrequency (%)
1 379
100.0%

Most occurring characters

ValueCountFrequency (%)
1 379
100.0%

Most occurring categories

ValueCountFrequency (%)
Decimal Number 379
100.0%

Most frequent character per category

Decimal Number
ValueCountFrequency (%)
1 379
100.0%

Most occurring scripts

ValueCountFrequency (%)
Common 379
100.0%

Most frequent character per script

Common
ValueCountFrequency (%)
1 379
100.0%

Most occurring blocks

ValueCountFrequency (%)
ASCII 379
100.0%

Most frequent character per block

ASCII
ValueCountFrequency (%)
1 379
100.0%

true_beneficiary
Categorical

Distinct1
Distinct (%)0.3%
Missing0
Missing (%)0.0%
Memory size14.0 KiB
379 

Length

Max length0
Median length0
Mean length0
Min length0

Characters and Unicode

Total characters0
Distinct characters0
Distinct categories0 ?
Distinct scripts0 ?
Distinct blocks0 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row
2nd row
3rd row
4th row
5th row

Common Values

ValueCountFrequency (%)
379
100.0%

Length

Histogram of lengths of the category

Common Values (Plot)

ValueCountFrequency (%)
No values found.

Most occurring characters

ValueCountFrequency (%)
No values found.

Most occurring categories

ValueCountFrequency (%)
No values found.

Most frequent character per category

Most occurring scripts

ValueCountFrequency (%)
No values found.

Most frequent character per script

Most occurring blocks

ValueCountFrequency (%)
No values found.

Most frequent character per block

Distinct1
Distinct (%)0.3%
Missing0
Missing (%)0.0%
Memory size14.0 KiB
379 

Length

Max length0
Median length0
Mean length0
Min length0

Characters and Unicode

Total characters0
Distinct characters0
Distinct categories0 ?
Distinct scripts0 ?
Distinct blocks0 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row
2nd row
3rd row
4th row
5th row

Common Values

ValueCountFrequency (%)
379
100.0%

Length

Histogram of lengths of the category

Common Values (Plot)

ValueCountFrequency (%)
No values found.

Most occurring characters

ValueCountFrequency (%)
No values found.

Most occurring categories

ValueCountFrequency (%)
No values found.

Most frequent character per category

Most occurring scripts

ValueCountFrequency (%)
No values found.

Most frequent character per script

Most occurring blocks

ValueCountFrequency (%)
No values found.

Most frequent character per block

Distinct2
Distinct (%)0.5%
Missing0
Missing (%)0.0%
Memory size14.0 KiB
1
378 
 
1

Length

Max length1
Median length1
Mean length0.99736148
Min length0

Characters and Unicode

Total characters378
Distinct characters1
Distinct categories1 ?
Distinct scripts1 ?
Distinct blocks1 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique1 ?
Unique (%)0.3%

Sample

1st row1
2nd row1
3rd row1
4th row1
5th row1

Common Values

ValueCountFrequency (%)
1 378
99.7%
1
 
0.3%

Length

Histogram of lengths of the category

Common Values (Plot)

ValueCountFrequency (%)
1 378
100.0%

Most occurring characters

ValueCountFrequency (%)
1 378
100.0%

Most occurring categories

ValueCountFrequency (%)
Decimal Number 378
100.0%

Most frequent character per category

Decimal Number
ValueCountFrequency (%)
1 378
100.0%

Most occurring scripts

ValueCountFrequency (%)
Common 378
100.0%

Most frequent character per script

Common
ValueCountFrequency (%)
1 378
100.0%

Most occurring blocks

ValueCountFrequency (%)
ASCII 378
100.0%

Most frequent character per block

ASCII
ValueCountFrequency (%)
1 378
100.0%

pre_consent_ts
Categorical

HIGH CARDINALITY
UNIFORM

Distinct361
Distinct (%)95.3%
Missing0
Missing (%)0.0%
Memory size14.0 KiB
1.67E+09
 
18
1669553081
 
2
1669547257
 
1
1669646326
 
1
1669622855
 
1
Other values (356)
356 

Length

Max length10
Median length10
Mean length9.878628
Min length0

Characters and Unicode

Total characters3744
Distinct characters13
Distinct categories4 ?
Distinct scripts2 ?
Distinct blocks1 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique359 ?
Unique (%)94.7%

Sample

1st row1669547257
2nd row1669553539
3rd row1669555025
4th row1669557192
5th row1669559980

Common Values

ValueCountFrequency (%)
1.67E+09 18
 
4.7%
1669553081 2
 
0.5%
1669547257 1
 
0.3%
1669646326 1
 
0.3%
1669622855 1
 
0.3%
1669658790 1
 
0.3%
1669648265 1
 
0.3%
1669644370 1
 
0.3%
1669629618 1
 
0.3%
1669653293 1
 
0.3%
Other values (351) 351
92.6%

Length

Histogram of lengths of the category
ValueCountFrequency (%)
1.67e+09 18
 
4.8%
1669553081 2
 
0.5%
1669549219 1
 
0.3%
1669567338 1
 
0.3%
1669555025 1
 
0.3%
1669557192 1
 
0.3%
1669559980 1
 
0.3%
1669564125 1
 
0.3%
1669544004 1
 
0.3%
1669554074 1
 
0.3%
Other values (350) 350
92.6%

Most occurring characters

ValueCountFrequency (%)
6 1154
30.8%
1 563
15.0%
9 521
13.9%
5 276
 
7.4%
7 222
 
5.9%
3 220
 
5.9%
4 220
 
5.9%
2 199
 
5.3%
0 180
 
4.8%
8 135
 
3.6%
Other values (3) 54
 
1.4%

Most occurring categories

ValueCountFrequency (%)
Decimal Number 3690
98.6%
Other Punctuation 18
 
0.5%
Uppercase Letter 18
 
0.5%
Math Symbol 18
 
0.5%

Most frequent character per category

Decimal Number
ValueCountFrequency (%)
6 1154
31.3%
1 563
15.3%
9 521
14.1%
5 276
 
7.5%
7 222
 
6.0%
3 220
 
6.0%
4 220
 
6.0%
2 199
 
5.4%
0 180
 
4.9%
8 135
 
3.7%
Other Punctuation
ValueCountFrequency (%)
. 18
100.0%
Uppercase Letter
ValueCountFrequency (%)
E 18
100.0%
Math Symbol
ValueCountFrequency (%)
+ 18
100.0%

Most occurring scripts

ValueCountFrequency (%)
Common 3726
99.5%
Latin 18
 
0.5%

Most frequent character per script

Common
ValueCountFrequency (%)
6 1154
31.0%
1 563
15.1%
9 521
14.0%
5 276
 
7.4%
7 222
 
6.0%
3 220
 
5.9%
4 220
 
5.9%
2 199
 
5.3%
0 180
 
4.8%
8 135
 
3.6%
Other values (2) 36
 
1.0%
Latin
ValueCountFrequency (%)
E 18
100.0%

Most occurring blocks

ValueCountFrequency (%)
ASCII 3744
100.0%

Most frequent character per block

ASCII
ValueCountFrequency (%)
6 1154
30.8%
1 563
15.0%
9 521
13.9%
5 276
 
7.4%
7 222
 
5.9%
3 220
 
5.9%
4 220
 
5.9%
2 199
 
5.3%
0 180
 
4.8%
8 135
 
3.6%
Other values (3) 54
 
1.4%
Distinct2
Distinct (%)0.5%
Missing0
Missing (%)0.0%
Memory size14.0 KiB
1
378 
 
1

Length

Max length1
Median length1
Mean length0.99736148
Min length0

Characters and Unicode

Total characters378
Distinct characters1
Distinct categories1 ?
Distinct scripts1 ?
Distinct blocks1 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique1 ?
Unique (%)0.3%

Sample

1st row1
2nd row1
3rd row1
4th row1
5th row1

Common Values

ValueCountFrequency (%)
1 378
99.7%
1
 
0.3%

Length

Histogram of lengths of the category

Common Values (Plot)

ValueCountFrequency (%)
1 378
100.0%

Most occurring characters

ValueCountFrequency (%)
1 378
100.0%

Most occurring categories

ValueCountFrequency (%)
Decimal Number 378
100.0%

Most frequent character per category

Decimal Number
ValueCountFrequency (%)
1 378
100.0%

Most occurring scripts

ValueCountFrequency (%)
Common 378
100.0%

Most frequent character per script

Common
ValueCountFrequency (%)
1 378
100.0%

Most occurring blocks

ValueCountFrequency (%)
ASCII 378
100.0%

Most frequent character per block

ASCII
ValueCountFrequency (%)
1 378
100.0%
Distinct2
Distinct (%)0.5%
Missing0
Missing (%)0.0%
Memory size14.0 KiB
1
378 
 
1

Length

Max length1
Median length1
Mean length0.99736148
Min length0

Characters and Unicode

Total characters378
Distinct characters1
Distinct categories1 ?
Distinct scripts1 ?
Distinct blocks1 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique1 ?
Unique (%)0.3%

Sample

1st row1
2nd row1
3rd row1
4th row1
5th row1

Common Values

ValueCountFrequency (%)
1 378
99.7%
1
 
0.3%

Length

Histogram of lengths of the category

Common Values (Plot)

ValueCountFrequency (%)
1 378
100.0%

Most occurring characters

ValueCountFrequency (%)
1 378
100.0%

Most occurring categories

ValueCountFrequency (%)
Decimal Number 378
100.0%

Most frequent character per category

Decimal Number
ValueCountFrequency (%)
1 378
100.0%

Most occurring scripts

ValueCountFrequency (%)
Common 378
100.0%

Most frequent character per script

Common
ValueCountFrequency (%)
1 378
100.0%

Most occurring blocks

ValueCountFrequency (%)
ASCII 378
100.0%

Most frequent character per block

ASCII
ValueCountFrequency (%)
1 378
100.0%

survey_start_ts
Categorical

Distinct356
Distinct (%)93.9%
Missing0
Missing (%)0.0%
Memory size14.0 KiB
1.67E+09
 
24
1669547265
 
1
1669635484
 
1
1669636290
 
1
1669619110
 
1
Other values (351)
351 

Length

Max length10
Median length10
Mean length9.8469657
Min length0

Characters and Unicode

Total characters3732
Distinct characters13
Distinct categories4 ?
Distinct scripts2 ?
Distinct blocks1 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique355 ?
Unique (%)93.7%

Sample

1st row1669547265
2nd row1669553547
3rd row1669555072
4th row1.67E+09
5th row1669559992

Common Values

ValueCountFrequency (%)
1.67E+09 24
 
6.3%
1669547265 1
 
0.3%
1669635484 1
 
0.3%
1669636290 1
 
0.3%
1669619110 1
 
0.3%
1669622861 1
 
0.3%
1669658810 1
 
0.3%
1669648270 1
 
0.3%
1669631835 1
 
0.3%
1669644376 1
 
0.3%
Other values (346) 346
91.3%

Length

Histogram of lengths of the category
ValueCountFrequency (%)
1.67e+09 24
 
6.3%
1669631593 1
 
0.3%
1669555072 1
 
0.3%
1669559992 1
 
0.3%
1669564130 1
 
0.3%
1669544037 1
 
0.3%
1669554084 1
 
0.3%
1669557013 1
 
0.3%
1669561469 1
 
0.3%
1669564641 1
 
0.3%
Other values (345) 345
91.3%

Most occurring characters

ValueCountFrequency (%)
6 1121
30.0%
1 555
14.9%
9 516
13.8%
5 287
 
7.7%
7 244
 
6.5%
4 213
 
5.7%
2 203
 
5.4%
3 198
 
5.3%
0 189
 
5.1%
8 134
 
3.6%
Other values (3) 72
 
1.9%

Most occurring categories

ValueCountFrequency (%)
Decimal Number 3660
98.1%
Other Punctuation 24
 
0.6%
Uppercase Letter 24
 
0.6%
Math Symbol 24
 
0.6%

Most frequent character per category

Decimal Number
ValueCountFrequency (%)
6 1121
30.6%
1 555
15.2%
9 516
14.1%
5 287
 
7.8%
7 244
 
6.7%
4 213
 
5.8%
2 203
 
5.5%
3 198
 
5.4%
0 189
 
5.2%
8 134
 
3.7%
Other Punctuation
ValueCountFrequency (%)
. 24
100.0%
Uppercase Letter
ValueCountFrequency (%)
E 24
100.0%
Math Symbol
ValueCountFrequency (%)
+ 24
100.0%

Most occurring scripts

ValueCountFrequency (%)
Common 3708
99.4%
Latin 24
 
0.6%

Most frequent character per script

Common
ValueCountFrequency (%)
6 1121
30.2%
1 555
15.0%
9 516
13.9%
5 287
 
7.7%
7 244
 
6.6%
4 213
 
5.7%
2 203
 
5.5%
3 198
 
5.3%
0 189
 
5.1%
8 134
 
3.6%
Other values (2) 48
 
1.3%
Latin
ValueCountFrequency (%)
E 24
100.0%

Most occurring blocks

ValueCountFrequency (%)
ASCII 3732
100.0%

Most frequent character per block

ASCII
ValueCountFrequency (%)
6 1121
30.0%
1 555
14.9%
9 516
13.8%
5 287
 
7.7%
7 244
 
6.5%
4 213
 
5.7%
2 203
 
5.4%
3 198
 
5.3%
0 189
 
5.1%
8 134
 
3.6%
Other values (3) 72
 
1.9%

region
Categorical

Distinct5
Distinct (%)1.3%
Missing0
Missing (%)0.0%
Memory size14.0 KiB
4
163 
2
116 
1
67 
3
32 
 
1

Length

Max length1
Median length1
Mean length0.99736148
Min length0

Characters and Unicode

Total characters378
Distinct characters4
Distinct categories1 ?
Distinct scripts1 ?
Distinct blocks1 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique1 ?
Unique (%)0.3%

Sample

1st row2
2nd row2
3rd row2
4th row2
5th row2

Common Values

ValueCountFrequency (%)
4 163
43.0%
2 116
30.6%
1 67
17.7%
3 32
 
8.4%
1
 
0.3%

Length

Histogram of lengths of the category

Common Values (Plot)

ValueCountFrequency (%)
4 163
43.1%
2 116
30.7%
1 67
17.7%
3 32
 
8.5%

Most occurring characters

ValueCountFrequency (%)
4 163
43.1%
2 116
30.7%
1 67
17.7%
3 32
 
8.5%

Most occurring categories

ValueCountFrequency (%)
Decimal Number 378
100.0%

Most frequent character per category

Decimal Number
ValueCountFrequency (%)
4 163
43.1%
2 116
30.7%
1 67
17.7%
3 32
 
8.5%

Most occurring scripts

ValueCountFrequency (%)
Common 378
100.0%

Most frequent character per script

Common
ValueCountFrequency (%)
4 163
43.1%
2 116
30.7%
1 67
17.7%
3 32
 
8.5%

Most occurring blocks

ValueCountFrequency (%)
ASCII 378
100.0%

Most frequent character per block

ASCII
ValueCountFrequency (%)
4 163
43.1%
2 116
30.7%
1 67
17.7%
3 32
 
8.5%

district
Categorical

Distinct21
Distinct (%)5.5%
Missing0
Missing (%)0.0%
Memory size14.0 KiB
409
33 
205
32 
404
30 
403
30 
203
28 
Other values (16)
226 

Length

Max length3
Median length3
Mean length2.9920844
Min length0

Characters and Unicode

Total characters1134
Distinct characters10
Distinct categories1 ?
Distinct scripts1 ?
Distinct blocks1 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique1 ?
Unique (%)0.3%

Sample

1st row203
2nd row203
3rd row203
4th row203
5th row203

Common Values

ValueCountFrequency (%)
409 33
 
8.7%
205 32
 
8.4%
404 30
 
7.9%
403 30
 
7.9%
203 28
 
7.4%
407 24
 
6.3%
301 24
 
6.3%
401 21
 
5.5%
105 21
 
5.5%
202 20
 
5.3%
Other values (11) 116
30.6%

Length

Histogram of lengths of the category
ValueCountFrequency (%)
409 33
 
8.7%
205 32
 
8.5%
404 30
 
7.9%
403 30
 
7.9%
203 28
 
7.4%
407 24
 
6.3%
301 24
 
6.3%
401 21
 
5.6%
105 21
 
5.6%
108 20
 
5.3%
Other values (10) 115
30.4%

Most occurring characters

ValueCountFrequency (%)
0 371
32.7%
4 219
19.3%
1 157
13.8%
2 144
 
12.7%
3 90
 
7.9%
5 61
 
5.4%
9 33
 
2.9%
7 24
 
2.1%
8 20
 
1.8%
6 15
 
1.3%

Most occurring categories

ValueCountFrequency (%)
Decimal Number 1134
100.0%

Most frequent character per category

Decimal Number
ValueCountFrequency (%)
0 371
32.7%
4 219
19.3%
1 157
13.8%
2 144
 
12.7%
3 90
 
7.9%
5 61
 
5.4%
9 33
 
2.9%
7 24
 
2.1%
8 20
 
1.8%
6 15
 
1.3%

Most occurring scripts

ValueCountFrequency (%)
Common 1134
100.0%

Most frequent character per script

Common
ValueCountFrequency (%)
0 371
32.7%
4 219
19.3%
1 157
13.8%
2 144
 
12.7%
3 90
 
7.9%
5 61
 
5.4%
9 33
 
2.9%
7 24
 
2.1%
8 20
 
1.8%
6 15
 
1.3%

Most occurring blocks

ValueCountFrequency (%)
ASCII 1134
100.0%

Most frequent character per block

ASCII
ValueCountFrequency (%)
0 371
32.7%
4 219
19.3%
1 157
13.8%
2 144
 
12.7%
3 90
 
7.9%
5 61
 
5.4%
9 33
 
2.9%
7 24
 
2.1%
8 20
 
1.8%
6 15
 
1.3%

community
Categorical

Distinct25
Distinct (%)6.6%
Missing0
Missing (%)0.0%
Memory size14.0 KiB
223
33 
314
32 
377
29 
156
28 
428
24 
Other values (20)
233 

Length

Max length3
Median length3
Mean length2.9920844
Min length0

Characters and Unicode

Total characters1134
Distinct characters10
Distinct categories1 ?
Distinct scripts1 ?
Distinct blocks1 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique3 ?
Unique (%)0.8%

Sample

1st row156
2nd row156
3rd row156
4th row156
5th row156

Common Values

ValueCountFrequency (%)
223 33
 
8.7%
314 32
 
8.4%
377 29
 
7.7%
156 28
 
7.4%
428 24
 
6.3%
243 24
 
6.3%
182 21
 
5.5%
510 20
 
5.3%
326 20
 
5.3%
232 20
 
5.3%
Other values (15) 128
33.8%

Length

Histogram of lengths of the category
ValueCountFrequency (%)
223 33
 
8.7%
314 32
 
8.5%
377 29
 
7.7%
156 28
 
7.4%
428 24
 
6.3%
243 24
 
6.3%
182 21
 
5.6%
510 20
 
5.3%
326 20
 
5.3%
232 20
 
5.3%
Other values (14) 127
33.6%

Most occurring characters

ValueCountFrequency (%)
2 256
22.6%
3 210
18.5%
4 132
11.6%
1 126
11.1%
8 87
 
7.7%
7 83
 
7.3%
6 79
 
7.0%
5 59
 
5.2%
0 56
 
4.9%
9 46
 
4.1%

Most occurring categories

ValueCountFrequency (%)
Decimal Number 1134
100.0%

Most frequent character per category

Decimal Number
ValueCountFrequency (%)
2 256
22.6%
3 210
18.5%
4 132
11.6%
1 126
11.1%
8 87
 
7.7%
7 83
 
7.3%
6 79
 
7.0%
5 59
 
5.2%
0 56
 
4.9%
9 46
 
4.1%

Most occurring scripts

ValueCountFrequency (%)
Common 1134
100.0%

Most frequent character per script

Common
ValueCountFrequency (%)
2 256
22.6%
3 210
18.5%
4 132
11.6%
1 126
11.1%
8 87
 
7.7%
7 83
 
7.3%
6 79
 
7.0%
5 59
 
5.2%
0 56
 
4.9%
9 46
 
4.1%

Most occurring blocks

ValueCountFrequency (%)
ASCII 1134
100.0%

Most frequent character per block

ASCII
ValueCountFrequency (%)
2 256
22.6%
3 210
18.5%
4 132
11.6%
1 126
11.1%
8 87
 
7.7%
7 83
 
7.3%
6 79
 
7.0%
5 59
 
5.2%
0 56
 
4.9%
9 46
 
4.1%

Full_Name
Categorical

Distinct1
Distinct (%)0.3%
Missing0
Missing (%)0.0%
Memory size14.0 KiB
379 

Length

Max length0
Median length0
Mean length0
Min length0

Characters and Unicode

Total characters0
Distinct characters0
Distinct categories0 ?
Distinct scripts0 ?
Distinct blocks0 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row
2nd row
3rd row
4th row
5th row

Common Values

ValueCountFrequency (%)
379
100.0%

Length

Histogram of lengths of the category

Common Values (Plot)

ValueCountFrequency (%)
No values found.

Most occurring characters

ValueCountFrequency (%)
No values found.

Most occurring categories

ValueCountFrequency (%)
No values found.

Most frequent character per category

Most occurring scripts

ValueCountFrequency (%)
No values found.

Most frequent character per script

Most occurring blocks

ValueCountFrequency (%)
No values found.

Most frequent character per block

Sex
Categorical

Distinct3
Distinct (%)0.8%
Missing0
Missing (%)0.0%
Memory size14.0 KiB
2
272 
1
106 
 
1

Length

Max length1
Median length1
Mean length0.99736148
Min length0

Characters and Unicode

Total characters378
Distinct characters2
Distinct categories1 ?
Distinct scripts1 ?
Distinct blocks1 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique1 ?
Unique (%)0.3%

Sample

1st row2
2nd row2
3rd row1
4th row1
5th row2

Common Values

ValueCountFrequency (%)
2 272
71.8%
1 106
 
28.0%
1
 
0.3%

Length

Histogram of lengths of the category

Common Values (Plot)

ValueCountFrequency (%)
2 272
72.0%
1 106
 
28.0%

Most occurring characters

ValueCountFrequency (%)
2 272
72.0%
1 106
 
28.0%

Most occurring categories

ValueCountFrequency (%)
Decimal Number 378
100.0%

Most frequent character per category

Decimal Number
ValueCountFrequency (%)
2 272
72.0%
1 106
 
28.0%

Most occurring scripts

ValueCountFrequency (%)
Common 378
100.0%

Most frequent character per script

Common
ValueCountFrequency (%)
2 272
72.0%
1 106
 
28.0%

Most occurring blocks

ValueCountFrequency (%)
ASCII 378
100.0%

Most frequent character per block

ASCII
ValueCountFrequency (%)
2 272
72.0%
1 106
 
28.0%

Age
Categorical

Distinct50
Distinct (%)13.2%
Missing0
Missing (%)0.0%
Memory size14.0 KiB
999
 
23
50
 
20
65
 
18
45
 
18
60
 
17
Other values (45)
283 

Length

Max length3
Median length2
Mean length2.055409
Min length0

Characters and Unicode

Total characters779
Distinct characters10
Distinct categories1 ?
Distinct scripts1 ?
Distinct blocks1 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique3 ?
Unique (%)0.8%

Sample

1st row33
2nd row45
3rd row40
4th row41
5th row40

Common Values

ValueCountFrequency (%)
999 23
 
6.1%
50 20
 
5.3%
65 18
 
4.7%
45 18
 
4.7%
60 17
 
4.5%
35 13
 
3.4%
46 13
 
3.4%
30 12
 
3.2%
41 12
 
3.2%
32 11
 
2.9%
Other values (40) 222
58.6%

Length

Histogram of lengths of the category
ValueCountFrequency (%)
999 23
 
6.1%
50 20
 
5.3%
65 18
 
4.8%
45 18
 
4.8%
60 17
 
4.5%
35 13
 
3.4%
46 13
 
3.4%
30 12
 
3.2%
41 12
 
3.2%
32 11
 
2.9%
Other values (39) 221
58.5%

Most occurring characters

ValueCountFrequency (%)
4 139
17.8%
5 125
16.0%
3 105
13.5%
9 97
12.5%
6 84
10.8%
2 79
10.1%
0 62
8.0%
1 31
 
4.0%
7 29
 
3.7%
8 28
 
3.6%

Most occurring categories

ValueCountFrequency (%)
Decimal Number 779
100.0%

Most frequent character per category

Decimal Number
ValueCountFrequency (%)
4 139
17.8%
5 125
16.0%
3 105
13.5%
9 97
12.5%
6 84
10.8%
2 79
10.1%
0 62
8.0%
1 31
 
4.0%
7 29
 
3.7%
8 28
 
3.6%

Most occurring scripts

ValueCountFrequency (%)
Common 779
100.0%

Most frequent character per script

Common
ValueCountFrequency (%)
4 139
17.8%
5 125
16.0%
3 105
13.5%
9 97
12.5%
6 84
10.8%
2 79
10.1%
0 62
8.0%
1 31
 
4.0%
7 29
 
3.7%
8 28
 
3.6%

Most occurring blocks

ValueCountFrequency (%)
ASCII 779
100.0%

Most frequent character per block

ASCII
ValueCountFrequency (%)
4 139
17.8%
5 125
16.0%
3 105
13.5%
9 97
12.5%
6 84
10.8%
2 79
10.1%
0 62
8.0%
1 31
 
4.0%
7 29
 
3.7%
8 28
 
3.6%

schooling
Categorical

Distinct9
Distinct (%)2.4%
Missing0
Missing (%)0.0%
Memory size14.0 KiB
0
264 
1
53 
4
 
17
6
 
16
3
 
13
Other values (4)
 
16

Length

Max length1
Median length1
Mean length0.99736148
Min length0

Characters and Unicode

Total characters378
Distinct characters8
Distinct categories1 ?
Distinct scripts1 ?
Distinct blocks1 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique1 ?
Unique (%)0.3%

Sample

1st row0
2nd row0
3rd row0
4th row0
5th row1

Common Values

ValueCountFrequency (%)
0 264
69.7%
1 53
 
14.0%
4 17
 
4.5%
6 16
 
4.2%
3 13
 
3.4%
7 7
 
1.8%
5 6
 
1.6%
2 2
 
0.5%
1
 
0.3%

Length

Histogram of lengths of the category

Common Values (Plot)

ValueCountFrequency (%)
0 264
69.8%
1 53
 
14.0%
4 17
 
4.5%
6 16
 
4.2%
3 13
 
3.4%
7 7
 
1.9%
5 6
 
1.6%
2 2
 
0.5%

Most occurring characters

ValueCountFrequency (%)
0 264
69.8%
1 53
 
14.0%
4 17
 
4.5%
6 16
 
4.2%
3 13
 
3.4%
7 7
 
1.9%
5 6
 
1.6%
2 2
 
0.5%

Most occurring categories

ValueCountFrequency (%)
Decimal Number 378
100.0%

Most frequent character per category

Decimal Number
ValueCountFrequency (%)
0 264
69.8%
1 53
 
14.0%
4 17
 
4.5%
6 16
 
4.2%
3 13
 
3.4%
7 7
 
1.9%
5 6
 
1.6%
2 2
 
0.5%

Most occurring scripts

ValueCountFrequency (%)
Common 378
100.0%

Most frequent character per script

Common
ValueCountFrequency (%)
0 264
69.8%
1 53
 
14.0%
4 17
 
4.5%
6 16
 
4.2%
3 13
 
3.4%
7 7
 
1.9%
5 6
 
1.6%
2 2
 
0.5%

Most occurring blocks

ValueCountFrequency (%)
ASCII 378
100.0%

Most frequent character per block

ASCII
ValueCountFrequency (%)
0 264
69.8%
1 53
 
14.0%
4 17
 
4.5%
6 16
 
4.2%
3 13
 
3.4%
7 7
 
1.9%
5 6
 
1.6%
2 2
 
0.5%

schooling_other
Categorical

Distinct1
Distinct (%)0.3%
Missing0
Missing (%)0.0%
Memory size14.0 KiB
379 

Length

Max length0
Median length0
Mean length0
Min length0

Characters and Unicode

Total characters0
Distinct characters0
Distinct categories0 ?
Distinct scripts0 ?
Distinct blocks0 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row
2nd row
3rd row
4th row
5th row

Common Values

ValueCountFrequency (%)
379
100.0%

Length

Histogram of lengths of the category

Common Values (Plot)

ValueCountFrequency (%)
No values found.

Most occurring characters

ValueCountFrequency (%)
No values found.

Most occurring categories

ValueCountFrequency (%)
No values found.

Most frequent character per category

Most occurring scripts

ValueCountFrequency (%)
No values found.

Most frequent character per script

Most occurring blocks

ValueCountFrequency (%)
No values found.

Most frequent character per block

marital_status
Categorical

Distinct5
Distinct (%)1.3%
Missing0
Missing (%)0.0%
Memory size14.0 KiB
1
268 
4
86 
2
 
15
3
 
9
 
1

Length

Max length1
Median length1
Mean length0.99736148
Min length0

Characters and Unicode

Total characters378
Distinct characters4
Distinct categories1 ?
Distinct scripts1 ?
Distinct blocks1 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique1 ?
Unique (%)0.3%

Sample

1st row1
2nd row1
3rd row1
4th row1
5th row1

Common Values

ValueCountFrequency (%)
1 268
70.7%
4 86
 
22.7%
2 15
 
4.0%
3 9
 
2.4%
1
 
0.3%

Length

Histogram of lengths of the category

Common Values (Plot)

ValueCountFrequency (%)
1 268
70.9%
4 86
 
22.8%
2 15
 
4.0%
3 9
 
2.4%

Most occurring characters

ValueCountFrequency (%)
1 268
70.9%
4 86
 
22.8%
2 15
 
4.0%
3 9
 
2.4%

Most occurring categories

ValueCountFrequency (%)
Decimal Number 378
100.0%

Most frequent character per category

Decimal Number
ValueCountFrequency (%)
1 268
70.9%
4 86
 
22.8%
2 15
 
4.0%
3 9
 
2.4%

Most occurring scripts

ValueCountFrequency (%)
Common 378
100.0%

Most frequent character per script

Common
ValueCountFrequency (%)
1 268
70.9%
4 86
 
22.8%
2 15
 
4.0%
3 9
 
2.4%

Most occurring blocks

ValueCountFrequency (%)
ASCII 378
100.0%

Most frequent character per block

ASCII
ValueCountFrequency (%)
1 268
70.9%
4 86
 
22.8%
2 15
 
4.0%
3 9
 
2.4%
Distinct1
Distinct (%)0.3%
Missing0
Missing (%)0.0%
Memory size14.0 KiB
379 

Length

Max length0
Median length0
Mean length0
Min length0

Characters and Unicode

Total characters0
Distinct characters0
Distinct categories0 ?
Distinct scripts0 ?
Distinct blocks0 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row
2nd row
3rd row
4th row
5th row

Common Values

ValueCountFrequency (%)
379
100.0%

Length

Histogram of lengths of the category

Common Values (Plot)

ValueCountFrequency (%)
No values found.

Most occurring characters

ValueCountFrequency (%)
No values found.

Most occurring categories

ValueCountFrequency (%)
No values found.

Most frequent character per category

Most occurring scripts

ValueCountFrequency (%)
No values found.

Most frequent character per script

Most occurring blocks

ValueCountFrequency (%)
No values found.

Most frequent character per block

household_size
Categorical

Distinct20
Distinct (%)5.3%
Missing0
Missing (%)0.0%
Memory size14.0 KiB
6
51 
7
50 
8
48 
5
40 
10
38 
Other values (15)
152 

Length

Max length2
Median length1
Mean length1.3245383
Min length0

Characters and Unicode

Total characters502
Distinct characters10
Distinct categories1 ?
Distinct scripts1 ?
Distinct blocks1 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique1 ?
Unique (%)0.3%

Sample

1st row14
2nd row10
3rd row15
4th row6
5th row8

Common Values

ValueCountFrequency (%)
6 51
13.5%
7 50
13.2%
8 48
12.7%
5 40
10.6%
10 38
10.0%
9 28
7.4%
4 23
6.1%
12 22
5.8%
15 19
 
5.0%
11 16
 
4.2%
Other values (10) 44
11.6%

Length

Histogram of lengths of the category
ValueCountFrequency (%)
6 51
13.5%
7 50
13.2%
8 48
12.7%
5 40
10.6%
10 38
10.1%
9 28
7.4%
4 23
6.1%
12 22
5.8%
15 19
 
5.0%
11 16
 
4.2%
Other values (9) 43
11.4%

Most occurring characters

ValueCountFrequency (%)
1 135
26.9%
5 59
11.8%
6 54
 
10.8%
7 53
 
10.6%
8 51
 
10.2%
0 43
 
8.6%
9 31
 
6.2%
2 30
 
6.0%
4 29
 
5.8%
3 17
 
3.4%

Most occurring categories

ValueCountFrequency (%)
Decimal Number 502
100.0%

Most frequent character per category

Decimal Number
ValueCountFrequency (%)
1 135
26.9%
5 59
11.8%
6 54
 
10.8%
7 53
 
10.6%
8 51
 
10.2%
0 43
 
8.6%
9 31
 
6.2%
2 30
 
6.0%
4 29
 
5.8%
3 17
 
3.4%

Most occurring scripts

ValueCountFrequency (%)
Common 502
100.0%

Most frequent character per script

Common
ValueCountFrequency (%)
1 135
26.9%
5 59
11.8%
6 54
 
10.8%
7 53
 
10.6%
8 51
 
10.2%
0 43
 
8.6%
9 31
 
6.2%
2 30
 
6.0%
4 29
 
5.8%
3 17
 
3.4%

Most occurring blocks

ValueCountFrequency (%)
ASCII 502
100.0%

Most frequent character per block

ASCII
ValueCountFrequency (%)
1 135
26.9%
5 59
11.8%
6 54
 
10.8%
7 53
 
10.6%
8 51
 
10.2%
0 43
 
8.6%
9 31
 
6.2%
2 30
 
6.0%
4 29
 
5.8%
3 17
 
3.4%
Distinct6
Distinct (%)1.6%
Missing0
Missing (%)0.0%
Memory size14.0 KiB
2
224 
4
89 
1
41 
777
 
13
3
 
11

Length

Max length3
Median length1
Mean length1.0659631
Min length0

Characters and Unicode

Total characters404
Distinct characters5
Distinct categories1 ?
Distinct scripts1 ?
Distinct blocks1 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique1 ?
Unique (%)0.3%

Sample

1st row1
2nd row4
3rd row1
4th row1
5th row2

Common Values

ValueCountFrequency (%)
2 224
59.1%
4 89
 
23.5%
1 41
 
10.8%
777 13
 
3.4%
3 11
 
2.9%
1
 
0.3%

Length

Histogram of lengths of the category

Common Values (Plot)

ValueCountFrequency (%)
2 224
59.3%
4 89
 
23.5%
1 41
 
10.8%
777 13
 
3.4%
3 11
 
2.9%

Most occurring characters

ValueCountFrequency (%)
2 224
55.4%
4 89
 
22.0%
1 41
 
10.1%
7 39
 
9.7%
3 11
 
2.7%

Most occurring categories

ValueCountFrequency (%)
Decimal Number 404
100.0%

Most frequent character per category

Decimal Number
ValueCountFrequency (%)
2 224
55.4%
4 89
 
22.0%
1 41
 
10.1%
7 39
 
9.7%
3 11
 
2.7%

Most occurring scripts

ValueCountFrequency (%)
Common 404
100.0%

Most frequent character per script

Common
ValueCountFrequency (%)
2 224
55.4%
4 89
 
22.0%
1 41
 
10.1%
7 39
 
9.7%
3 11
 
2.7%

Most occurring blocks

ValueCountFrequency (%)
ASCII 404
100.0%

Most frequent character per block

ASCII
ValueCountFrequency (%)
2 224
55.4%
4 89
 
22.0%
1 41
 
10.1%
7 39
 
9.7%
3 11
 
2.7%
Distinct10
Distinct (%)2.6%
Missing0
Missing (%)0.0%
Memory size14.0 KiB
366 
Gardening
 
4
Rice processing
 
2
Shea butter processing
 
1
Mason
 
1
Other values (5)
 
5

Length

Max length153
Median length0
Mean length0.94722955
Min length0

Characters and Unicode

Total characters359
Distinct characters34
Distinct categories4 ?
Distinct scripts2 ?
Distinct blocks1 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique7 ?
Unique (%)1.8%

Sample

1st row
2nd row
3rd row
4th row
5th row

Common Values

ValueCountFrequency (%)
366
96.6%
Gardening 4
 
1.1%
Rice processing 2
 
0.5%
Shea butter processing 1
 
0.3%
Mason 1
 
0.3%
poultry and crop farming 1
 
0.3%
Farming 1
 
0.3%
No business because she chose Guinea fowls and was only given two bags of cement and wallenting boot with GHC 180 and is now waiting for the Guinea fowls 1
 
0.3%
No business and no job because he is yet to receive the Guinea fowls 1
 
0.3%
Still farming 1
 
0.3%

Length

Histogram of lengths of the category

Common Values (Plot)

ValueCountFrequency (%)
and 5
 
8.1%
gardening 4
 
6.5%
processing 3
 
4.8%
fowls 3
 
4.8%
guinea 3
 
4.8%
farming 3
 
4.8%
no 3
 
4.8%
business 2
 
3.2%
rice 2
 
3.2%
is 2
 
3.2%
Other values (30) 32
51.6%

Most occurring characters

ValueCountFrequency (%)
50
13.9%
e 33
 
9.2%
n 33
 
9.2%
i 26
 
7.2%
s 24
 
6.7%
a 23
 
6.4%
o 22
 
6.1%
r 15
 
4.2%
g 14
 
3.9%
t 14
 
3.9%
Other values (24) 105
29.2%

Most occurring categories

ValueCountFrequency (%)
Lowercase Letter 288
80.2%
Space Separator 50
 
13.9%
Uppercase Letter 18
 
5.0%
Decimal Number 3
 
0.8%

Most frequent character per category

Lowercase Letter
ValueCountFrequency (%)
e 33
11.5%
n 33
11.5%
i 26
 
9.0%
s 24
 
8.3%
a 23
 
8.0%
o 22
 
7.6%
r 15
 
5.2%
g 14
 
4.9%
t 14
 
4.9%
c 11
 
3.8%
Other values (12) 73
25.3%
Uppercase Letter
ValueCountFrequency (%)
G 8
44.4%
S 2
 
11.1%
R 2
 
11.1%
N 2
 
11.1%
F 1
 
5.6%
M 1
 
5.6%
H 1
 
5.6%
C 1
 
5.6%
Decimal Number
ValueCountFrequency (%)
1 1
33.3%
8 1
33.3%
0 1
33.3%
Space Separator
ValueCountFrequency (%)
50
100.0%

Most occurring scripts

ValueCountFrequency (%)
Latin 306
85.2%
Common 53
 
14.8%

Most frequent character per script

Latin
ValueCountFrequency (%)
e 33
 
10.8%
n 33
 
10.8%
i 26
 
8.5%
s 24
 
7.8%
a 23
 
7.5%
o 22
 
7.2%
r 15
 
4.9%
g 14
 
4.6%
t 14
 
4.6%
c 11
 
3.6%
Other values (20) 91
29.7%
Common
ValueCountFrequency (%)
50
94.3%
1 1
 
1.9%
8 1
 
1.9%
0 1
 
1.9%

Most occurring blocks

ValueCountFrequency (%)
ASCII 359
100.0%

Most frequent character per block

ASCII
ValueCountFrequency (%)
50
13.9%
e 33
 
9.2%
n 33
 
9.2%
i 26
 
7.2%
s 24
 
6.7%
a 23
 
6.4%
o 22
 
6.1%
r 15
 
4.2%
g 14
 
3.9%
t 14
 
3.9%
Other values (24) 105
29.2%

had_business
Categorical

Distinct3
Distinct (%)0.8%
Missing0
Missing (%)0.0%
Memory size14.0 KiB
1
198 
0
180 
 
1

Length

Max length1
Median length1
Mean length0.99736148
Min length0

Characters and Unicode

Total characters378
Distinct characters2
Distinct categories1 ?
Distinct scripts1 ?
Distinct blocks1 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique1 ?
Unique (%)0.3%

Sample

1st row0
2nd row0
3rd row1
4th row1
5th row1

Common Values

ValueCountFrequency (%)
1 198
52.2%
0 180
47.5%
1
 
0.3%

Length

Histogram of lengths of the category

Common Values (Plot)

ValueCountFrequency (%)
1 198
52.4%
0 180
47.6%

Most occurring characters

ValueCountFrequency (%)
1 198
52.4%
0 180
47.6%

Most occurring categories

ValueCountFrequency (%)
Decimal Number 378
100.0%

Most frequent character per category

Decimal Number
ValueCountFrequency (%)
1 198
52.4%
0 180
47.6%

Most occurring scripts

ValueCountFrequency (%)
Common 378
100.0%

Most frequent character per script

Common
ValueCountFrequency (%)
1 198
52.4%
0 180
47.6%

Most occurring blocks

ValueCountFrequency (%)
ASCII 378
100.0%

Most frequent character per block

ASCII
ValueCountFrequency (%)
1 198
52.4%
0 180
47.6%
Distinct6
Distinct (%)1.6%
Missing0
Missing (%)0.0%
Memory size14.0 KiB
181 
2
96 
1
67 
777
28 
3
 
4

Length

Max length3
Median length1
Mean length0.68601583
Min length0

Characters and Unicode

Total characters260
Distinct characters5
Distinct categories1 ?
Distinct scripts1 ?
Distinct blocks1 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row
2nd row
3rd row2
4th row2
5th row2

Common Values

ValueCountFrequency (%)
181
47.8%
2 96
25.3%
1 67
 
17.7%
777 28
 
7.4%
3 4
 
1.1%
999 3
 
0.8%

Length

Histogram of lengths of the category

Common Values (Plot)

ValueCountFrequency (%)
2 96
48.5%
1 67
33.8%
777 28
 
14.1%
3 4
 
2.0%
999 3
 
1.5%

Most occurring characters

ValueCountFrequency (%)
2 96
36.9%
7 84
32.3%
1 67
25.8%
9 9
 
3.5%
3 4
 
1.5%

Most occurring categories

ValueCountFrequency (%)
Decimal Number 260
100.0%

Most frequent character per category

Decimal Number
ValueCountFrequency (%)
2 96
36.9%
7 84
32.3%
1 67
25.8%
9 9
 
3.5%
3 4
 
1.5%

Most occurring scripts

ValueCountFrequency (%)
Common 260
100.0%

Most frequent character per script

Common
ValueCountFrequency (%)
2 96
36.9%
7 84
32.3%
1 67
25.8%
9 9
 
3.5%
3 4
 
1.5%

Most occurring blocks

ValueCountFrequency (%)
ASCII 260
100.0%

Most frequent character per block

ASCII
ValueCountFrequency (%)
2 96
36.9%
7 84
32.3%
1 67
25.8%
9 9
 
3.5%
3 4
 
1.5%
Distinct29
Distinct (%)7.7%
Missing0
Missing (%)0.0%
Memory size14.0 KiB
351 
Different from CLASS PROGRAM (Tabasco and koala business)
 
1
Different business (hairdressers madam)
 
1
Different business from CLASS PROGRAM
 
1
Different business (provision table)
 
1
Other values (24)
 
24

Length

Max length98
Median length0
Mean length2.7467018
Min length0

Characters and Unicode

Total characters1041
Distinct characters43
Distinct categories6 ?
Distinct scripts2 ?
Distinct blocks1 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique28 ?
Unique (%)7.4%

Sample

1st row
2nd row
3rd row
4th row
5th row

Common Values

ValueCountFrequency (%)
351
92.6%
Different from CLASS PROGRAM (Tabasco and koala business) 1
 
0.3%
Different business (hairdressers madam) 1
 
0.3%
Different business from CLASS PROGRAM 1
 
0.3%
Different business (provision table) 1
 
0.3%
Left the old business 1
 
0.3%
Have drop it for a new business 1
 
0.3%
Shearwater extraction 1
 
0.3%
Selling fire wood 1
 
0.3%
Respondent is weak to have continued with her business 1
 
0.3%
Other values (19) 19
 
5.0%

Length

Histogram of lengths of the category
ValueCountFrequency (%)
business 23
 
14.7%
different 12
 
7.7%
the 6
 
3.8%
and 5
 
3.2%
to 5
 
3.2%
a 5
 
3.2%
class 5
 
3.2%
her 4
 
2.6%
program 4
 
2.6%
started 3
 
1.9%
Other values (68) 84
53.8%

Most occurring characters

ValueCountFrequency (%)
139
13.4%
s 102
 
9.8%
e 101
 
9.7%
n 73
 
7.0%
i 68
 
6.5%
t 60
 
5.8%
r 58
 
5.6%
a 52
 
5.0%
o 52
 
5.0%
u 34
 
3.3%
Other values (33) 302
29.0%

Most occurring categories

ValueCountFrequency (%)
Lowercase Letter 816
78.4%
Space Separator 139
 
13.4%
Uppercase Letter 71
 
6.8%
Close Punctuation 7
 
0.7%
Open Punctuation 7
 
0.7%
Other Punctuation 1
 
0.1%

Most frequent character per category

Lowercase Letter
ValueCountFrequency (%)
s 102
12.5%
e 101
12.4%
n 73
 
8.9%
i 68
 
8.3%
t 60
 
7.4%
r 58
 
7.1%
a 52
 
6.4%
o 52
 
6.4%
u 34
 
4.2%
f 33
 
4.0%
Other values (13) 183
22.4%
Uppercase Letter
ValueCountFrequency (%)
D 13
18.3%
S 12
16.9%
R 8
11.3%
A 6
8.5%
I 5
 
7.0%
G 4
 
5.6%
O 4
 
5.6%
L 3
 
4.2%
C 3
 
4.2%
P 3
 
4.2%
Other values (6) 10
14.1%
Space Separator
ValueCountFrequency (%)
139
100.0%
Close Punctuation
ValueCountFrequency (%)
) 7
100.0%
Open Punctuation
ValueCountFrequency (%)
( 7
100.0%
Other Punctuation
ValueCountFrequency (%)
. 1
100.0%

Most occurring scripts

ValueCountFrequency (%)
Latin 887
85.2%
Common 154
 
14.8%

Most frequent character per script

Latin
ValueCountFrequency (%)
s 102
11.5%
e 101
 
11.4%
n 73
 
8.2%
i 68
 
7.7%
t 60
 
6.8%
r 58
 
6.5%
a 52
 
5.9%
o 52
 
5.9%
u 34
 
3.8%
f 33
 
3.7%
Other values (29) 254
28.6%
Common
ValueCountFrequency (%)
139
90.3%
) 7
 
4.5%
( 7
 
4.5%
. 1
 
0.6%

Most occurring blocks

ValueCountFrequency (%)
ASCII 1041
100.0%

Most frequent character per block

ASCII
ValueCountFrequency (%)
139
13.4%
s 102
 
9.8%
e 101
 
9.7%
n 73
 
7.0%
i 68
 
6.5%
t 60
 
5.8%
r 58
 
5.6%
a 52
 
5.0%
o 52
 
5.0%
u 34
 
3.3%
Other values (33) 302
29.0%

new_business
Categorical

Distinct3
Distinct (%)0.8%
Missing0
Missing (%)0.0%
Memory size14.0 KiB
1
201 
0
177 
 
1

Length

Max length1
Median length1
Mean length0.99736148
Min length0

Characters and Unicode

Total characters378
Distinct characters2
Distinct categories1 ?
Distinct scripts1 ?
Distinct blocks1 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique1 ?
Unique (%)0.3%

Sample

1st row1
2nd row1
3rd row1
4th row1
5th row1

Common Values

ValueCountFrequency (%)
1 201
53.0%
0 177
46.7%
1
 
0.3%

Length

Histogram of lengths of the category

Common Values (Plot)

ValueCountFrequency (%)
1 201
53.2%
0 177
46.8%

Most occurring characters

ValueCountFrequency (%)
1 201
53.2%
0 177
46.8%

Most occurring categories

ValueCountFrequency (%)
Decimal Number 378
100.0%

Most frequent character per category

Decimal Number
ValueCountFrequency (%)
1 201
53.2%
0 177
46.8%

Most occurring scripts

ValueCountFrequency (%)
Common 378
100.0%

Most frequent character per script

Common
ValueCountFrequency (%)
1 201
53.2%
0 177
46.8%

Most occurring blocks

ValueCountFrequency (%)
ASCII 378
100.0%

Most frequent character per block

ASCII
ValueCountFrequency (%)
1 201
53.2%
0 177
46.8%
Distinct4
Distinct (%)1.1%
Missing0
Missing (%)0.0%
Memory size14.0 KiB
1
374 
0
 
3
 
1
999
 
1

Length

Max length3
Median length1
Mean length1.0026385
Min length0

Characters and Unicode

Total characters380
Distinct characters3
Distinct categories1 ?
Distinct scripts1 ?
Distinct blocks1 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique2 ?
Unique (%)0.5%

Sample

1st row1
2nd row1
3rd row1
4th row1
5th row1

Common Values

ValueCountFrequency (%)
1 374
98.7%
0 3
 
0.8%
1
 
0.3%
999 1
 
0.3%

Length

Histogram of lengths of the category

Common Values (Plot)

ValueCountFrequency (%)
1 374
98.9%
0 3
 
0.8%
999 1
 
0.3%

Most occurring characters

ValueCountFrequency (%)
1 374
98.4%
0 3
 
0.8%
9 3
 
0.8%

Most occurring categories

ValueCountFrequency (%)
Decimal Number 380
100.0%

Most frequent character per category

Decimal Number
ValueCountFrequency (%)
1 374
98.4%
0 3
 
0.8%
9 3
 
0.8%

Most occurring scripts

ValueCountFrequency (%)
Common 380
100.0%

Most frequent character per script

Common
ValueCountFrequency (%)
1 374
98.4%
0 3
 
0.8%
9 3
 
0.8%

Most occurring blocks

ValueCountFrequency (%)
ASCII 380
100.0%

Most frequent character per block

ASCII
ValueCountFrequency (%)
1 374
98.4%
0 3
 
0.8%
9 3
 
0.8%

received_grant
Categorical

Distinct3
Distinct (%)0.8%
Missing0
Missing (%)0.0%
Memory size14.0 KiB
1
365 
0
 
13
 
1

Length

Max length1
Median length1
Mean length0.99736148
Min length0

Characters and Unicode

Total characters378
Distinct characters2
Distinct categories1 ?
Distinct scripts1 ?
Distinct blocks1 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique1 ?
Unique (%)0.3%

Sample

1st row1
2nd row1
3rd row1
4th row1
5th row1

Common Values

ValueCountFrequency (%)
1 365
96.3%
0 13
 
3.4%
1
 
0.3%

Length

Histogram of lengths of the category

Common Values (Plot)

ValueCountFrequency (%)
1 365
96.6%
0 13
 
3.4%

Most occurring characters

ValueCountFrequency (%)
1 365
96.6%
0 13
 
3.4%

Most occurring categories

ValueCountFrequency (%)
Decimal Number 378
100.0%

Most frequent character per category

Decimal Number
ValueCountFrequency (%)
1 365
96.6%
0 13
 
3.4%

Most occurring scripts

ValueCountFrequency (%)
Common 378
100.0%

Most frequent character per script

Common
ValueCountFrequency (%)
1 365
96.6%
0 13
 
3.4%

Most occurring blocks

ValueCountFrequency (%)
ASCII 378
100.0%

Most frequent character per block

ASCII
ValueCountFrequency (%)
1 365
96.6%
0 13
 
3.4%

grant_month
Categorical

Distinct10
Distinct (%)2.6%
Missing0
Missing (%)0.0%
Memory size14.0 KiB
9
127 
11
80 
10
53 
8
49 
6
23 
Other values (5)
47 

Length

Max length3
Median length1
Mean length1.3878628
Min length0

Characters and Unicode

Total characters526
Distinct characters8
Distinct categories1 ?
Distinct scripts1 ?
Distinct blocks1 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique1 ?
Unique (%)0.3%

Sample

1st row11
2nd row11
3rd row11
4th row11
5th row11

Common Values

ValueCountFrequency (%)
9 127
33.5%
11 80
21.1%
10 53
14.0%
8 49
 
12.9%
6 23
 
6.1%
7 15
 
4.0%
14
 
3.7%
999 14
 
3.7%
5 3
 
0.8%
3 1
 
0.3%

Length

Histogram of lengths of the category

Common Values (Plot)

ValueCountFrequency (%)
9 127
34.8%
11 80
21.9%
10 53
14.5%
8 49
 
13.4%
6 23
 
6.3%
7 15
 
4.1%
999 14
 
3.8%
5 3
 
0.8%
3 1
 
0.3%

Most occurring characters

ValueCountFrequency (%)
1 213
40.5%
9 169
32.1%
0 53
 
10.1%
8 49
 
9.3%
6 23
 
4.4%
7 15
 
2.9%
5 3
 
0.6%
3 1
 
0.2%

Most occurring categories

ValueCountFrequency (%)
Decimal Number 526
100.0%

Most frequent character per category

Decimal Number
ValueCountFrequency (%)
1 213
40.5%
9 169
32.1%
0 53
 
10.1%
8 49
 
9.3%
6 23
 
4.4%
7 15
 
2.9%
5 3
 
0.6%
3 1
 
0.2%

Most occurring scripts

ValueCountFrequency (%)
Common 526
100.0%

Most frequent character per script

Common
ValueCountFrequency (%)
1 213
40.5%
9 169
32.1%
0 53
 
10.1%
8 49
 
9.3%
6 23
 
4.4%
7 15
 
2.9%
5 3
 
0.6%
3 1
 
0.2%

Most occurring blocks

ValueCountFrequency (%)
ASCII 526
100.0%

Most frequent character per block

ASCII
ValueCountFrequency (%)
1 213
40.5%
9 169
32.1%
0 53
 
10.1%
8 49
 
9.3%
6 23
 
4.4%
7 15
 
2.9%
5 3
 
0.6%
3 1
 
0.2%

grant_amount
Categorical

Distinct114
Distinct (%)30.1%
Missing0
Missing (%)0.0%
Memory size14.0 KiB
1500
 
21
1000
 
14
150
 
14
 
14
99999
 
14
Other values (109)
302 

Length

Max length5
Median length4
Mean length3.3350923
Min length0

Characters and Unicode

Total characters1264
Distinct characters10
Distinct categories1 ?
Distinct scripts1 ?
Distinct blocks1 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique51 ?
Unique (%)13.5%

Sample

1st row1231
2nd row1383
3rd row471
4th row919
5th row919

Common Values

ValueCountFrequency (%)
1500 21
 
5.5%
1000 14
 
3.7%
150 14
 
3.7%
14
 
3.7%
99999 14
 
3.7%
1020 12
 
3.2%
1200 12
 
3.2%
1300 11
 
2.9%
800 10
 
2.6%
1665 10
 
2.6%
Other values (104) 247
65.2%

Length

Histogram of lengths of the category
ValueCountFrequency (%)
1500 21
 
5.8%
1000 14
 
3.8%
150 14
 
3.8%
99999 14
 
3.8%
1020 12
 
3.3%
1200 12
 
3.3%
1300 11
 
3.0%
800 10
 
2.7%
1665 10
 
2.7%
1080 9
 
2.5%
Other values (103) 238
65.2%

Most occurring characters

ValueCountFrequency (%)
0 425
33.6%
1 227
18.0%
5 136
 
10.8%
9 101
 
8.0%
6 73
 
5.8%
3 70
 
5.5%
2 67
 
5.3%
8 59
 
4.7%
4 56
 
4.4%
7 50
 
4.0%

Most occurring categories

ValueCountFrequency (%)
Decimal Number 1264
100.0%

Most frequent character per category

Decimal Number
ValueCountFrequency (%)
0 425
33.6%
1 227
18.0%
5 136
 
10.8%
9 101
 
8.0%
6 73
 
5.8%
3 70
 
5.5%
2 67
 
5.3%
8 59
 
4.7%
4 56
 
4.4%
7 50
 
4.0%

Most occurring scripts

ValueCountFrequency (%)
Common 1264
100.0%

Most frequent character per script

Common
ValueCountFrequency (%)
0 425
33.6%
1 227
18.0%
5 136
 
10.8%
9 101
 
8.0%
6 73
 
5.8%
3 70
 
5.5%
2 67
 
5.3%
8 59
 
4.7%
4 56
 
4.4%
7 50
 
4.0%

Most occurring blocks

ValueCountFrequency (%)
ASCII 1264
100.0%

Most frequent character per block

ASCII
ValueCountFrequency (%)
0 425
33.6%
1 227
18.0%
5 136
 
10.8%
9 101
 
8.0%
6 73
 
5.8%
3 70
 
5.5%
2 67
 
5.3%
8 59
 
4.7%
4 56
 
4.4%
7 50
 
4.0%

have_goal
Categorical

Distinct5
Distinct (%)1.3%
Missing0
Missing (%)0.0%
Memory size14.0 KiB
1
336 
0
39 
999
 
2
 
1
888
 
1

Length

Max length3
Median length1
Mean length1.0131926
Min length0

Characters and Unicode

Total characters384
Distinct characters4
Distinct categories1 ?
Distinct scripts1 ?
Distinct blocks1 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique2 ?
Unique (%)0.5%

Sample

1st row1
2nd row1
3rd row1
4th row1
5th row1

Common Values

ValueCountFrequency (%)
1 336
88.7%
0 39
 
10.3%
999 2
 
0.5%
1
 
0.3%
888 1
 
0.3%

Length

Histogram of lengths of the category

Common Values (Plot)

ValueCountFrequency (%)
1 336
88.9%
0 39
 
10.3%
999 2
 
0.5%
888 1
 
0.3%

Most occurring characters

ValueCountFrequency (%)
1 336
87.5%
0 39
 
10.2%
9 6
 
1.6%
8 3
 
0.8%

Most occurring categories

ValueCountFrequency (%)
Decimal Number 384
100.0%

Most frequent character per category

Decimal Number
ValueCountFrequency (%)
1 336
87.5%
0 39
 
10.2%
9 6
 
1.6%
8 3
 
0.8%

Most occurring scripts

ValueCountFrequency (%)
Common 384
100.0%

Most frequent character per script

Common
ValueCountFrequency (%)
1 336
87.5%
0 39
 
10.2%
9 6
 
1.6%
8 3
 
0.8%

Most occurring blocks

ValueCountFrequency (%)
ASCII 384
100.0%

Most frequent character per block

ASCII
ValueCountFrequency (%)
1 336
87.5%
0 39
 
10.2%
9 6
 
1.6%
8 3
 
0.8%

specific_goal
Categorical

Distinct11
Distinct (%)2.9%
Missing0
Missing (%)0.0%
Memory size14.0 KiB
2
172 
1
73 
6
51 
43 
5
 
13
Other values (6)
27 

Length

Max length3
Median length1
Mean length0.90765172
Min length0

Characters and Unicode

Total characters344
Distinct characters9
Distinct categories1 ?
Distinct scripts1 ?
Distinct blocks1 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique1 ?
Unique (%)0.3%

Sample

1st row2
2nd row2
3rd row2
4th row2
5th row2

Common Values

ValueCountFrequency (%)
2 172
45.4%
1 73
19.3%
6 51
 
13.5%
43
 
11.3%
5 13
 
3.4%
9 9
 
2.4%
3 7
 
1.8%
777 4
 
1.1%
7 3
 
0.8%
4 3
 
0.8%

Length

Histogram of lengths of the category
ValueCountFrequency (%)
2 172
51.2%
1 73
21.7%
6 51
 
15.2%
5 13
 
3.9%
9 9
 
2.7%
3 7
 
2.1%
777 4
 
1.2%
7 3
 
0.9%
4 3
 
0.9%
8 1
 
0.3%

Most occurring characters

ValueCountFrequency (%)
2 172
50.0%
1 73
21.2%
6 51
 
14.8%
7 15
 
4.4%
5 13
 
3.8%
9 9
 
2.6%
3 7
 
2.0%
4 3
 
0.9%
8 1
 
0.3%

Most occurring categories

ValueCountFrequency (%)
Decimal Number 344
100.0%

Most frequent character per category

Decimal Number
ValueCountFrequency (%)
2 172
50.0%
1 73
21.2%
6 51
 
14.8%
7 15
 
4.4%
5 13
 
3.8%
9 9
 
2.6%
3 7
 
2.0%
4 3
 
0.9%
8 1
 
0.3%

Most occurring scripts

ValueCountFrequency (%)
Common 344
100.0%

Most frequent character per script

Common
ValueCountFrequency (%)
2 172
50.0%
1 73
21.2%
6 51
 
14.8%
7 15
 
4.4%
5 13
 
3.8%
9 9
 
2.6%
3 7
 
2.0%
4 3
 
0.9%
8 1
 
0.3%

Most occurring blocks

ValueCountFrequency (%)
ASCII 344
100.0%

Most frequent character per block

ASCII
ValueCountFrequency (%)
2 172
50.0%
1 73
21.2%
6 51
 
14.8%
7 15
 
4.4%
5 13
 
3.8%
9 9
 
2.6%
3 7
 
2.0%
4 3
 
0.9%
8 1
 
0.3%
Distinct5
Distinct (%)1.3%
Missing0
Missing (%)0.0%
Memory size14.0 KiB
375 
Livestock
 
1
Processing of paboild rice
 
1
Wants to buy 4 goats for rearing
 
1
Rearing of business
 
1

Length

Max length32
Median length0
Mean length0.22691293
Min length0

Characters and Unicode

Total characters86
Distinct characters25
Distinct categories4 ?
Distinct scripts2 ?
Distinct blocks1 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique4 ?
Unique (%)1.1%

Sample

1st row
2nd row
3rd row
4th row
5th row

Common Values

ValueCountFrequency (%)
375
98.9%
Livestock 1
 
0.3%
Processing of paboild rice 1
 
0.3%
Wants to buy 4 goats for rearing 1
 
0.3%
Rearing of business 1
 
0.3%

Length

Histogram of lengths of the category

Common Values (Plot)

ValueCountFrequency (%)
of 2
13.3%
rearing 2
13.3%
livestock 1
 
6.7%
processing 1
 
6.7%
paboild 1
 
6.7%
rice 1
 
6.7%
wants 1
 
6.7%
to 1
 
6.7%
buy 1
 
6.7%
4 1
 
6.7%
Other values (3) 3
20.0%

Most occurring characters

ValueCountFrequency (%)
11
12.8%
s 8
 
9.3%
o 8
 
9.3%
i 7
 
8.1%
e 6
 
7.0%
r 6
 
7.0%
n 5
 
5.8%
a 5
 
5.8%
g 4
 
4.7%
t 4
 
4.7%
Other values (15) 22
25.6%

Most occurring categories

ValueCountFrequency (%)
Lowercase Letter 70
81.4%
Space Separator 11
 
12.8%
Uppercase Letter 4
 
4.7%
Decimal Number 1
 
1.2%

Most frequent character per category

Lowercase Letter
ValueCountFrequency (%)
s 8
11.4%
o 8
11.4%
i 7
10.0%
e 6
8.6%
r 6
8.6%
n 5
 
7.1%
a 5
 
7.1%
g 4
 
5.7%
t 4
 
5.7%
f 3
 
4.3%
Other values (9) 14
20.0%
Uppercase Letter
ValueCountFrequency (%)
W 1
25.0%
L 1
25.0%
P 1
25.0%
R 1
25.0%
Space Separator
ValueCountFrequency (%)
11
100.0%
Decimal Number
ValueCountFrequency (%)
4 1
100.0%

Most occurring scripts

ValueCountFrequency (%)
Latin 74
86.0%
Common 12
 
14.0%

Most frequent character per script

Latin
ValueCountFrequency (%)
s 8
10.8%
o 8
10.8%
i 7
 
9.5%
e 6
 
8.1%
r 6
 
8.1%
n 5
 
6.8%
a 5
 
6.8%
g 4
 
5.4%
t 4
 
5.4%
f 3
 
4.1%
Other values (13) 18
24.3%
Common
ValueCountFrequency (%)
11
91.7%
4 1
 
8.3%

Most occurring blocks

ValueCountFrequency (%)
ASCII 86
100.0%

Most frequent character per block

ASCII
ValueCountFrequency (%)
11
12.8%
s 8
 
9.3%
o 8
 
9.3%
i 7
 
8.1%
e 6
 
7.0%
r 6
 
7.0%
n 5
 
5.8%
a 5
 
5.8%
g 4
 
4.7%
t 4
 
4.7%
Other values (15) 22
25.6%

goal_timeline
Categorical

Distinct20
Distinct (%)5.3%
Missing0
Missing (%)0.0%
Memory size14.0 KiB
12
116 
6
63 
24
61 
52 
3
18 
Other values (15)
69 

Length

Max length3
Median length2
Mean length1.4116095
Min length0

Characters and Unicode

Total characters535
Distinct characters10
Distinct categories1 ?
Distinct scripts1 ?
Distinct blocks1 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique3 ?
Unique (%)0.8%

Sample

1st row12
2nd row6
3rd row7
4th row7
5th row12

Common Values

ValueCountFrequency (%)
12 116
30.6%
6 63
16.6%
24 61
16.1%
52
13.7%
3 18
 
4.7%
5 11
 
2.9%
36 9
 
2.4%
7 8
 
2.1%
2 6
 
1.6%
4 6
 
1.6%
Other values (10) 29
 
7.7%

Length

Histogram of lengths of the category
ValueCountFrequency (%)
12 116
35.5%
6 63
19.3%
24 61
18.7%
3 18
 
5.5%
5 11
 
3.4%
36 9
 
2.8%
7 8
 
2.4%
4 6
 
1.8%
10 6
 
1.8%
2 6
 
1.8%
Other values (9) 23
 
7.0%

Most occurring characters

ValueCountFrequency (%)
2 189
35.3%
1 136
25.4%
6 72
 
13.5%
4 67
 
12.5%
3 28
 
5.2%
5 14
 
2.6%
7 10
 
1.9%
8 10
 
1.9%
0 6
 
1.1%
9 3
 
0.6%

Most occurring categories

ValueCountFrequency (%)
Decimal Number 535
100.0%

Most frequent character per category

Decimal Number
ValueCountFrequency (%)
2 189
35.3%
1 136
25.4%
6 72
 
13.5%
4 67
 
12.5%
3 28
 
5.2%
5 14
 
2.6%
7 10
 
1.9%
8 10
 
1.9%
0 6
 
1.1%
9 3
 
0.6%

Most occurring scripts

ValueCountFrequency (%)
Common 535
100.0%

Most frequent character per script

Common
ValueCountFrequency (%)
2 189
35.3%
1 136
25.4%
6 72
 
13.5%
4 67
 
12.5%
3 28
 
5.2%
5 14
 
2.6%
7 10
 
1.9%
8 10
 
1.9%
0 6
 
1.1%
9 3
 
0.6%

Most occurring blocks

ValueCountFrequency (%)
ASCII 535
100.0%

Most frequent character per block

ASCII
ValueCountFrequency (%)
2 189
35.3%
1 136
25.4%
6 72
 
13.5%
4 67
 
12.5%
3 28
 
5.2%
5 14
 
2.6%
7 10
 
1.9%
8 10
 
1.9%
0 6
 
1.1%
9 3
 
0.6%

goal_cost
Categorical

Distinct5
Distinct (%)1.3%
Missing0
Missing (%)0.0%
Memory size14.0 KiB
1
309 
0
66 
777
 
2
888
 
1
 
1

Length

Max length3
Median length1
Mean length1.0131926
Min length0

Characters and Unicode

Total characters384
Distinct characters4
Distinct categories1 ?
Distinct scripts1 ?
Distinct blocks1 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique2 ?
Unique (%)0.5%

Sample

1st row1
2nd row1
3rd row1
4th row0
5th row1

Common Values

ValueCountFrequency (%)
1 309
81.5%
0 66
 
17.4%
777 2
 
0.5%
888 1
 
0.3%
1
 
0.3%

Length

Histogram of lengths of the category

Common Values (Plot)

ValueCountFrequency (%)
1 309
81.7%
0 66
 
17.5%
777 2
 
0.5%
888 1
 
0.3%

Most occurring characters

ValueCountFrequency (%)
1 309
80.5%
0 66
 
17.2%
7 6
 
1.6%
8 3
 
0.8%

Most occurring categories

ValueCountFrequency (%)
Decimal Number 384
100.0%

Most frequent character per category

Decimal Number
ValueCountFrequency (%)
1 309
80.5%
0 66
 
17.2%
7 6
 
1.6%
8 3
 
0.8%

Most occurring scripts

ValueCountFrequency (%)
Common 384
100.0%

Most frequent character per script

Common
ValueCountFrequency (%)
1 309
80.5%
0 66
 
17.2%
7 6
 
1.6%
8 3
 
0.8%

Most occurring blocks

ValueCountFrequency (%)
ASCII 384
100.0%

Most frequent character per block

ASCII
ValueCountFrequency (%)
1 309
80.5%
0 66
 
17.2%
7 6
 
1.6%
8 3
 
0.8%

accomplish_goal
Categorical

Distinct14
Distinct (%)3.7%
Missing0
Missing (%)0.0%
Memory size14.0 KiB
1
192 
1 3
70 
70 
1 777
 
11
1 2
 
9
Other values (9)
27 

Length

Max length9
Median length1
Mean length1.5620053
Min length0

Characters and Unicode

Total characters592
Distinct characters7
Distinct categories2 ?
Distinct scripts1 ?
Distinct blocks1 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique3 ?
Unique (%)0.8%

Sample

1st row1
2nd row1 3
3rd row1 3
4th row
5th row1 3

Common Values

ValueCountFrequency (%)
1 192
50.7%
1 3 70
 
18.5%
70
 
18.5%
1 777 11
 
2.9%
1 2 9
 
2.4%
1 2 2003 6
 
1.6%
2 6
 
1.6%
777 6
 
1.6%
3 2
 
0.5%
2 3 2
 
0.5%
Other values (4) 5
 
1.3%

Length

Histogram of lengths of the category
ValueCountFrequency (%)
1 290
69.4%
3 76
 
18.2%
2 23
 
5.5%
777 19
 
4.5%
2003 6
 
1.4%
999 3
 
0.7%
0777 1
 
0.2%

Most occurring characters

ValueCountFrequency (%)
1 290
49.0%
109
 
18.4%
3 82
 
13.9%
7 60
 
10.1%
2 29
 
4.9%
0 13
 
2.2%
9 9
 
1.5%

Most occurring categories

ValueCountFrequency (%)
Decimal Number 483
81.6%
Space Separator 109
 
18.4%

Most frequent character per category

Decimal Number
ValueCountFrequency (%)
1 290
60.0%
3 82
 
17.0%
7 60
 
12.4%
2 29
 
6.0%
0 13
 
2.7%
9 9
 
1.9%
Space Separator
ValueCountFrequency (%)
109
100.0%

Most occurring scripts

ValueCountFrequency (%)
Common 592
100.0%

Most frequent character per script

Common
ValueCountFrequency (%)
1 290
49.0%
109
 
18.4%
3 82
 
13.9%
7 60
 
10.1%
2 29
 
4.9%
0 13
 
2.2%
9 9
 
1.5%

Most occurring blocks

ValueCountFrequency (%)
ASCII 592
100.0%

Most frequent character per block

ASCII
ValueCountFrequency (%)
1 290
49.0%
109
 
18.4%
3 82
 
13.9%
7 60
 
10.1%
2 29
 
4.9%
0 13
 
2.2%
9 9
 
1.5%
Distinct19
Distinct (%)5.0%
Missing0
Missing (%)0.0%
Memory size14.0 KiB
359 
By saving
 
2
Burning charcoal for sale
 
2
Help from brother
 
1
Respondent has no money to save
 
1
Other values (14)
 
14

Length

Max length101
Median length0
Mean length1.5567282
Min length0

Characters and Unicode

Total characters590
Distinct characters36
Distinct categories6 ?
Distinct scripts2 ?
Distinct blocks1 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique16 ?
Unique (%)4.2%

Sample

1st row
2nd row
3rd row
4th row
5th row

Common Values

ValueCountFrequency (%)
359
94.7%
By saving 2
 
0.5%
Burning charcoal for sale 2
 
0.5%
Help from brother 1
 
0.3%
Respondent has no money to save 1
 
0.3%
Taking good care of the fawls 1
 
0.3%
To also engage in by-day. 1
 
0.3%
To sell farm produce 1
 
0.3%
After harvesting his beans 1
 
0.3%
To sell farm produce and add up to the dawadawa processing money to purchase a cutton of soap to sell 1
 
0.3%
Other values (9) 9
 
2.4%

Length

Histogram of lengths of the category
ValueCountFrequency (%)
to 11
 
10.2%
charcoal 6
 
5.6%
burning 5
 
4.6%
money 5
 
4.6%
for 4
 
3.7%
farm 4
 
3.7%
sell 4
 
3.7%
the 4
 
3.7%
of 3
 
2.8%
sale 3
 
2.8%
Other values (51) 59
54.6%

Most occurring characters

ValueCountFrequency (%)
89
15.1%
a 51
 
8.6%
o 48
 
8.1%
e 47
 
8.0%
r 37
 
6.3%
n 33
 
5.6%
l 29
 
4.9%
s 28
 
4.7%
i 22
 
3.7%
t 21
 
3.6%
Other values (26) 185
31.4%

Most occurring categories

ValueCountFrequency (%)
Lowercase Letter 476
80.7%
Space Separator 89
 
15.1%
Uppercase Letter 22
 
3.7%
Dash Punctuation 1
 
0.2%
Other Punctuation 1
 
0.2%
Decimal Number 1
 
0.2%

Most frequent character per category

Lowercase Letter
ValueCountFrequency (%)
a 51
 
10.7%
o 48
 
10.1%
e 47
 
9.9%
r 37
 
7.8%
n 33
 
6.9%
l 29
 
6.1%
s 28
 
5.9%
i 22
 
4.6%
t 21
 
4.4%
c 19
 
4.0%
Other values (12) 141
29.6%
Uppercase Letter
ValueCountFrequency (%)
B 5
22.7%
T 4
18.2%
S 4
18.2%
I 2
 
9.1%
C 2
 
9.1%
R 1
 
4.5%
H 1
 
4.5%
A 1
 
4.5%
G 1
 
4.5%
F 1
 
4.5%
Space Separator
ValueCountFrequency (%)
89
100.0%
Dash Punctuation
ValueCountFrequency (%)
- 1
100.0%
Other Punctuation
ValueCountFrequency (%)
. 1
100.0%
Decimal Number
ValueCountFrequency (%)
0 1
100.0%

Most occurring scripts

ValueCountFrequency (%)
Latin 498
84.4%
Common 92
 
15.6%

Most frequent character per script

Latin
ValueCountFrequency (%)
a 51
 
10.2%
o 48
 
9.6%
e 47
 
9.4%
r 37
 
7.4%
n 33
 
6.6%
l 29
 
5.8%
s 28
 
5.6%
i 22
 
4.4%
t 21
 
4.2%
c 19
 
3.8%
Other values (22) 163
32.7%
Common
ValueCountFrequency (%)
89
96.7%
- 1
 
1.1%
. 1
 
1.1%
0 1
 
1.1%

Most occurring blocks

ValueCountFrequency (%)
ASCII 590
100.0%

Most frequent character per block

ASCII
ValueCountFrequency (%)
89
15.1%
a 51
 
8.6%
o 48
 
8.1%
e 47
 
8.0%
r 37
 
6.3%
n 33
 
5.6%
l 29
 
4.9%
s 28
 
4.7%
i 22
 
3.7%
t 21
 
3.6%
Other values (26) 185
31.4%
Distinct4
Distinct (%)1.1%
Missing0
Missing (%)0.0%
Memory size14.0 KiB
1
302 
70 
0
 
6
999
 
1

Length

Max length3
Median length1
Mean length0.82058047
Min length0

Characters and Unicode

Total characters311
Distinct characters3
Distinct categories1 ?
Distinct scripts1 ?
Distinct blocks1 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique1 ?
Unique (%)0.3%

Sample

1st row1
2nd row1
3rd row1
4th row
5th row1

Common Values

ValueCountFrequency (%)
1 302
79.7%
70
 
18.5%
0 6
 
1.6%
999 1
 
0.3%

Length

Histogram of lengths of the category

Common Values (Plot)

ValueCountFrequency (%)
1 302
97.7%
0 6
 
1.9%
999 1
 
0.3%

Most occurring characters

ValueCountFrequency (%)
1 302
97.1%
0 6
 
1.9%
9 3
 
1.0%

Most occurring categories

ValueCountFrequency (%)
Decimal Number 311
100.0%

Most frequent character per category

Decimal Number
ValueCountFrequency (%)
1 302
97.1%
0 6
 
1.9%
9 3
 
1.0%

Most occurring scripts

ValueCountFrequency (%)
Common 311
100.0%

Most frequent character per script

Common
ValueCountFrequency (%)
1 302
97.1%
0 6
 
1.9%
9 3
 
1.0%

Most occurring blocks

ValueCountFrequency (%)
ASCII 311
100.0%

Most frequent character per block

ASCII
ValueCountFrequency (%)
1 302
97.1%
0 6
 
1.9%
9 3
 
1.0%
Distinct8
Distinct (%)2.1%
Missing0
Missing (%)0.0%
Memory size14.0 KiB
2
238 
77 
3
35 
1
 
11
5
 
10
Other values (3)
 
8

Length

Max length3
Median length1
Mean length0.82849604
Min length0

Characters and Unicode

Total characters314
Distinct characters7
Distinct categories1 ?
Distinct scripts1 ?
Distinct blocks1 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique1 ?
Unique (%)0.3%

Sample

1st row2
2nd row2
3rd row1
4th row
5th row2

Common Values

ValueCountFrequency (%)
2 238
62.8%
77
 
20.3%
3 35
 
9.2%
1 11
 
2.9%
5 10
 
2.6%
777 5
 
1.3%
6 2
 
0.5%
999 1
 
0.3%

Length

Histogram of lengths of the category

Common Values (Plot)

ValueCountFrequency (%)
2 238
78.8%
3 35
 
11.6%
1 11
 
3.6%
5 10
 
3.3%
777 5
 
1.7%
6 2
 
0.7%
999 1
 
0.3%

Most occurring characters

ValueCountFrequency (%)
2 238
75.8%
3 35
 
11.1%
7 15
 
4.8%
1 11
 
3.5%
5 10
 
3.2%
9 3
 
1.0%
6 2
 
0.6%

Most occurring categories

ValueCountFrequency (%)
Decimal Number 314
100.0%

Most frequent character per category

Decimal Number
ValueCountFrequency (%)
2 238
75.8%
3 35
 
11.1%
7 15
 
4.8%
1 11
 
3.5%
5 10
 
3.2%
9 3
 
1.0%
6 2
 
0.6%

Most occurring scripts

ValueCountFrequency (%)
Common 314
100.0%

Most frequent character per script

Common
ValueCountFrequency (%)
2 238
75.8%
3 35
 
11.1%
7 15
 
4.8%
1 11
 
3.5%
5 10
 
3.2%
9 3
 
1.0%
6 2
 
0.6%

Most occurring blocks

ValueCountFrequency (%)
ASCII 314
100.0%

Most frequent character per block

ASCII
ValueCountFrequency (%)
2 238
75.8%
3 35
 
11.1%
7 15
 
4.8%
1 11
 
3.5%
5 10
 
3.2%
9 3
 
1.0%
6 2
 
0.6%
Distinct6
Distinct (%)1.6%
Missing0
Missing (%)0.0%
Memory size14.0 KiB
374 
Every two weeks
 
1
Every three days (market days)
 
1
Every three days (that's very MARKET day)
 
1
I am going to borrow
 
1

Length

Max length41
Median length0
Mean length0.32189974
Min length0

Characters and Unicode

Total characters122
Distinct characters28
Distinct categories6 ?
Distinct scripts2 ?
Distinct blocks1 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique5 ?
Unique (%)1.3%

Sample

1st row
2nd row
3rd row
4th row
5th row

Common Values

ValueCountFrequency (%)
374
98.7%
Every two weeks 1
 
0.3%
Every three days (market days) 1
 
0.3%
Every three days (that's very MARKET day) 1
 
0.3%
I am going to borrow 1
 
0.3%
I want to borrow 1
 
0.3%

Length

Histogram of lengths of the category

Common Values (Plot)

ValueCountFrequency (%)
every 3
12.5%
days 3
12.5%
three 2
 
8.3%
market 2
 
8.3%
i 2
 
8.3%
to 2
 
8.3%
borrow 2
 
8.3%
two 1
 
4.2%
weeks 1
 
4.2%
that's 1
 
4.2%
Other values (5) 5
20.8%

Most occurring characters

ValueCountFrequency (%)
19
15.6%
e 11
 
9.0%
r 11
 
9.0%
t 9
 
7.4%
y 8
 
6.6%
o 8
 
6.6%
a 8
 
6.6%
w 5
 
4.1%
s 5
 
4.1%
E 4
 
3.3%
Other values (18) 34
27.9%

Most occurring categories

ValueCountFrequency (%)
Lowercase Letter 87
71.3%
Space Separator 19
 
15.6%
Uppercase Letter 11
 
9.0%
Open Punctuation 2
 
1.6%
Close Punctuation 2
 
1.6%
Other Punctuation 1
 
0.8%

Most frequent character per category

Lowercase Letter
ValueCountFrequency (%)
e 11
12.6%
r 11
12.6%
t 9
10.3%
y 8
9.2%
o 8
9.2%
a 8
9.2%
w 5
 
5.7%
s 5
 
5.7%
d 4
 
4.6%
v 4
 
4.6%
Other values (7) 14
16.1%
Uppercase Letter
ValueCountFrequency (%)
E 4
36.4%
I 2
18.2%
M 1
 
9.1%
A 1
 
9.1%
R 1
 
9.1%
K 1
 
9.1%
T 1
 
9.1%
Space Separator
ValueCountFrequency (%)
19
100.0%
Open Punctuation
ValueCountFrequency (%)
( 2
100.0%
Close Punctuation
ValueCountFrequency (%)
) 2
100.0%
Other Punctuation
ValueCountFrequency (%)
' 1
100.0%

Most occurring scripts

ValueCountFrequency (%)
Latin 98
80.3%
Common 24
 
19.7%

Most frequent character per script

Latin
ValueCountFrequency (%)
e 11
11.2%
r 11
11.2%
t 9
 
9.2%
y 8
 
8.2%
o 8
 
8.2%
a 8
 
8.2%
w 5
 
5.1%
s 5
 
5.1%
E 4
 
4.1%
d 4
 
4.1%
Other values (14) 25
25.5%
Common
ValueCountFrequency (%)
19
79.2%
( 2
 
8.3%
) 2
 
8.3%
' 1
 
4.2%

Most occurring blocks

ValueCountFrequency (%)
ASCII 122
100.0%

Most frequent character per block

ASCII
ValueCountFrequency (%)
19
15.6%
e 11
 
9.0%
r 11
 
9.0%
t 9
 
7.4%
y 8
 
6.6%
o 8
 
6.6%
a 8
 
6.6%
w 5
 
4.1%
s 5
 
4.1%
E 4
 
3.3%
Other values (18) 34
27.9%

savings_amount
Categorical

Distinct4
Distinct (%)1.1%
Missing0
Missing (%)0.0%
Memory size14.0 KiB
1
291 
77 
0
 
10
999
 
1

Length

Max length3
Median length1
Mean length0.80211082
Min length0

Characters and Unicode

Total characters304
Distinct characters3
Distinct categories1 ?
Distinct scripts1 ?
Distinct blocks1 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique1 ?
Unique (%)0.3%

Sample

1st row1
2nd row1
3rd row1
4th row
5th row0

Common Values

ValueCountFrequency (%)
1 291
76.8%
77
 
20.3%
0 10
 
2.6%
999 1
 
0.3%

Length

Histogram of lengths of the category

Common Values (Plot)

ValueCountFrequency (%)
1 291
96.4%
0 10
 
3.3%
999 1
 
0.3%

Most occurring characters

ValueCountFrequency (%)
1 291
95.7%
0 10
 
3.3%
9 3
 
1.0%

Most occurring categories

ValueCountFrequency (%)
Decimal Number 304
100.0%

Most frequent character per category

Decimal Number
ValueCountFrequency (%)
1 291
95.7%
0 10
 
3.3%
9 3
 
1.0%

Most occurring scripts

ValueCountFrequency (%)
Common 304
100.0%

Most frequent character per script

Common
ValueCountFrequency (%)
1 291
95.7%
0 10
 
3.3%
9 3
 
1.0%

Most occurring blocks

ValueCountFrequency (%)
ASCII 304
100.0%

Most frequent character per block

ASCII
ValueCountFrequency (%)
1 291
95.7%
0 10
 
3.3%
9 3
 
1.0%
Distinct38
Distinct (%)10.0%
Missing0
Missing (%)0.0%
Memory size14.0 KiB
88 
10
84 
5
48 
20
26 
100
15 
Other values (33)
118 

Length

Max length4
Median length3
Mean length1.6675462
Min length0

Characters and Unicode

Total characters632
Distinct characters10
Distinct categories1 ?
Distinct scripts1 ?
Distinct blocks1 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique11 ?
Unique (%)2.9%

Sample

1st row10
2nd row10
3rd row5
4th row
5th row

Common Values

ValueCountFrequency (%)
88
23.2%
10 84
22.2%
5 48
12.7%
20 26
 
6.9%
100 15
 
4.0%
1000 13
 
3.4%
50 9
 
2.4%
30 8
 
2.1%
600 7
 
1.8%
500 7
 
1.8%
Other values (28) 74
19.5%

Length

Histogram of lengths of the category
ValueCountFrequency (%)
10 84
28.9%
5 48
16.5%
20 26
 
8.9%
100 15
 
5.2%
1000 13
 
4.5%
50 9
 
3.1%
30 8
 
2.7%
500 7
 
2.4%
600 7
 
2.4%
2 6
 
2.1%
Other values (27) 68
23.4%

Most occurring characters

ValueCountFrequency (%)
0 312
49.4%
1 137
21.7%
5 74
 
11.7%
2 53
 
8.4%
3 14
 
2.2%
6 13
 
2.1%
4 12
 
1.9%
9 7
 
1.1%
7 6
 
0.9%
8 4
 
0.6%

Most occurring categories

ValueCountFrequency (%)
Decimal Number 632
100.0%

Most frequent character per category

Decimal Number
ValueCountFrequency (%)
0 312
49.4%
1 137
21.7%
5 74
 
11.7%
2 53
 
8.4%
3 14
 
2.2%
6 13
 
2.1%
4 12
 
1.9%
9 7
 
1.1%
7 6
 
0.9%
8 4
 
0.6%

Most occurring scripts

ValueCountFrequency (%)
Common 632
100.0%

Most frequent character per script

Common
ValueCountFrequency (%)
0 312
49.4%
1 137
21.7%
5 74
 
11.7%
2 53
 
8.4%
3 14
 
2.2%
6 13
 
2.1%
4 12
 
1.9%
9 7
 
1.1%
7 6
 
0.9%
8 4
 
0.6%

Most occurring blocks

ValueCountFrequency (%)
ASCII 632
100.0%

Most frequent character per block

ASCII
ValueCountFrequency (%)
0 312
49.4%
1 137
21.7%
5 74
 
11.7%
2 53
 
8.4%
3 14
 
2.2%
6 13
 
2.1%
4 12
 
1.9%
9 7
 
1.1%
7 6
 
0.9%
8 4
 
0.6%

save_30days
Categorical

Distinct3
Distinct (%)0.8%
Missing0
Missing (%)0.0%
Memory size14.0 KiB
1
311 
0
67 
 
1

Length

Max length1
Median length1
Mean length0.99736148
Min length0

Characters and Unicode

Total characters378
Distinct characters2
Distinct categories1 ?
Distinct scripts1 ?
Distinct blocks1 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique1 ?
Unique (%)0.3%

Sample

1st row1
2nd row1
3rd row1
4th row1
5th row1

Common Values

ValueCountFrequency (%)
1 311
82.1%
0 67
 
17.7%
1
 
0.3%

Length

Histogram of lengths of the category

Common Values (Plot)

ValueCountFrequency (%)
1 311
82.3%
0 67
 
17.7%

Most occurring characters

ValueCountFrequency (%)
1 311
82.3%
0 67
 
17.7%

Most occurring categories

ValueCountFrequency (%)
Decimal Number 378
100.0%

Most frequent character per category

Decimal Number
ValueCountFrequency (%)
1 311
82.3%
0 67
 
17.7%

Most occurring scripts

ValueCountFrequency (%)
Common 378
100.0%

Most frequent character per script

Common
ValueCountFrequency (%)
1 311
82.3%
0 67
 
17.7%

Most occurring blocks

ValueCountFrequency (%)
ASCII 378
100.0%

Most frequent character per block

ASCII
ValueCountFrequency (%)
1 311
82.3%
0 67
 
17.7%

save_purpose_30days
Categorical

HIGH CARDINALITY
HIGH CORRELATION

Distinct51
Distinct (%)13.5%
Missing0
Missing (%)0.0%
Memory size14.0 KiB
68 
1 2 2005
54 
5
51 
1 2
32 
1 5
24 
Other values (46)
150 

Length

Max length11
Median length9
Mean length3.3878628
Min length0

Characters and Unicode

Total characters1284
Distinct characters10
Distinct categories2 ?
Distinct scripts1 ?
Distinct blocks1 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique21 ?
Unique (%)5.5%

Sample

1st row1 2
2nd row1 2
3rd row1
4th row1 2 2005
5th row1 2 2005

Common Values

ValueCountFrequency (%)
68
17.9%
1 2 2005 54
14.2%
5 51
13.5%
1 2 32
 
8.4%
1 5 24
 
6.3%
2 5 19
 
5.0%
4 5 13
 
3.4%
1 12
 
3.2%
4 10
 
2.6%
2 9
 
2.4%
Other values (41) 87
23.0%

Length

Histogram of lengths of the category
ValueCountFrequency (%)
1 169
26.0%
2 162
25.0%
5 136
21.0%
2005 59
 
9.1%
4 46
 
7.1%
777 17
 
2.6%
3 15
 
2.3%
2008 13
 
2.0%
0777 10
 
1.5%
8 10
 
1.5%
Other values (5) 12
 
1.8%

Most occurring characters

ValueCountFrequency (%)
338
26.3%
2 239
18.6%
5 195
15.2%
1 169
13.2%
0 164
12.8%
7 86
 
6.7%
4 49
 
3.8%
8 26
 
2.0%
3 15
 
1.2%
6 3
 
0.2%

Most occurring categories

ValueCountFrequency (%)
Decimal Number 946
73.7%
Space Separator 338
 
26.3%

Most frequent character per category

Decimal Number
ValueCountFrequency (%)
2 239
25.3%
5 195
20.6%
1 169
17.9%
0 164
17.3%
7 86
 
9.1%
4 49
 
5.2%
8 26
 
2.7%
3 15
 
1.6%
6 3
 
0.3%
Space Separator
ValueCountFrequency (%)
338
100.0%

Most occurring scripts

ValueCountFrequency (%)
Common 1284
100.0%

Most frequent character per script

Common
ValueCountFrequency (%)
338
26.3%
2 239
18.6%
5 195
15.2%
1 169
13.2%
0 164
12.8%
7 86
 
6.7%
4 49
 
3.8%
8 26
 
2.0%
3 15
 
1.2%
6 3
 
0.2%

Most occurring blocks

ValueCountFrequency (%)
ASCII 1284
100.0%

Most frequent character per block

ASCII
ValueCountFrequency (%)
338
26.3%
2 239
18.6%
5 195
15.2%
1 169
13.2%
0 164
12.8%
7 86
 
6.7%
4 49
 
3.8%
8 26
 
2.0%
3 15
 
1.2%
6 3
 
0.2%
Distinct24
Distinct (%)6.3%
Missing0
Missing (%)0.0%
Memory size14.0 KiB
352 
Household expenses
 
4
Household feeding and expenses
 
2
Start a business of my own
 
1
Household expenses or feeding
 
1
Other values (19)
 
19

Length

Max length62
Median length0
Mean length1.9287599
Min length0

Characters and Unicode

Total characters731
Distinct characters34
Distinct categories4 ?
Distinct scripts2 ?
Distinct blocks1 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique21 ?
Unique (%)5.5%

Sample

1st row
2nd row
3rd row
4th row
5th row

Common Values

ValueCountFrequency (%)
352
92.9%
Household expenses 4
 
1.1%
Household feeding and expenses 2
 
0.5%
Start a business of my own 1
 
0.3%
Household expenses or feeding 1
 
0.3%
Funerals and household expenses 1
 
0.3%
Funerals 1
 
0.3%
To cater for emergency expenses 1
 
0.3%
For emergencies and to expand my business 1
 
0.3%
To cater for unexpected or emergency expenses. 1
 
0.3%
Other values (14) 14
 
3.7%

Length

Histogram of lengths of the category
ValueCountFrequency (%)
expenses 12
 
10.3%
household 10
 
8.5%
to 9
 
7.7%
feeding 8
 
6.8%
and 7
 
6.0%
for 5
 
4.3%
funerals 4
 
3.4%
emergency 4
 
3.4%
of 3
 
2.6%
business 2
 
1.7%
Other values (42) 53
45.3%

Most occurring characters

ValueCountFrequency (%)
e 114
15.6%
96
13.1%
s 70
 
9.6%
o 53
 
7.3%
n 53
 
7.3%
a 32
 
4.4%
d 30
 
4.1%
r 30
 
4.1%
l 23
 
3.1%
t 22
 
3.0%
Other values (24) 208
28.5%

Most occurring categories

ValueCountFrequency (%)
Lowercase Letter 605
82.8%
Space Separator 96
 
13.1%
Uppercase Letter 28
 
3.8%
Other Punctuation 2
 
0.3%

Most frequent character per category

Lowercase Letter
ValueCountFrequency (%)
e 114
18.8%
s 70
11.6%
o 53
 
8.8%
n 53
 
8.8%
a 32
 
5.3%
d 30
 
5.0%
r 30
 
5.0%
l 23
 
3.8%
t 22
 
3.6%
i 22
 
3.6%
Other values (12) 156
25.8%
Uppercase Letter
ValueCountFrequency (%)
F 8
28.6%
H 8
28.6%
T 5
17.9%
S 1
 
3.6%
I 1
 
3.6%
P 1
 
3.6%
M 1
 
3.6%
B 1
 
3.6%
W 1
 
3.6%
E 1
 
3.6%
Space Separator
ValueCountFrequency (%)
96
100.0%
Other Punctuation
ValueCountFrequency (%)
. 2
100.0%

Most occurring scripts

ValueCountFrequency (%)
Latin 633
86.6%
Common 98
 
13.4%

Most frequent character per script

Latin
ValueCountFrequency (%)
e 114
18.0%
s 70
 
11.1%
o 53
 
8.4%
n 53
 
8.4%
a 32
 
5.1%
d 30
 
4.7%
r 30
 
4.7%
l 23
 
3.6%
t 22
 
3.5%
i 22
 
3.5%
Other values (22) 184
29.1%
Common
ValueCountFrequency (%)
96
98.0%
. 2
 
2.0%

Most occurring blocks

ValueCountFrequency (%)
ASCII 731
100.0%

Most frequent character per block

ASCII
ValueCountFrequency (%)
e 114
15.6%
96
13.1%
s 70
 
9.6%
o 53
 
7.3%
n 53
 
7.3%
a 32
 
4.4%
d 30
 
4.1%
r 30
 
4.1%
l 23
 
3.1%
t 22
 
3.0%
Other values (24) 208
28.5%
Distinct6
Distinct (%)1.6%
Missing0
Missing (%)0.0%
Memory size14.0 KiB
3
169 
2
103 
68 
1
31 
777
 
6

Length

Max length3
Median length1
Mean length0.85224274
Min length0

Characters and Unicode

Total characters323
Distinct characters5
Distinct categories1 ?
Distinct scripts1 ?
Distinct blocks1 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row3
2nd row2
3rd row3
4th row3
5th row3

Common Values

ValueCountFrequency (%)
3 169
44.6%
2 103
27.2%
68
17.9%
1 31
 
8.2%
777 6
 
1.6%
0 2
 
0.5%

Length

Histogram of lengths of the category

Common Values (Plot)

ValueCountFrequency (%)
3 169
54.3%
2 103
33.1%
1 31
 
10.0%
777 6
 
1.9%
0 2
 
0.6%

Most occurring characters

ValueCountFrequency (%)
3 169
52.3%
2 103
31.9%
1 31
 
9.6%
7 18
 
5.6%
0 2
 
0.6%

Most occurring categories

ValueCountFrequency (%)
Decimal Number 323
100.0%

Most frequent character per category

Decimal Number
ValueCountFrequency (%)
3 169
52.3%
2 103
31.9%
1 31
 
9.6%
7 18
 
5.6%
0 2
 
0.6%

Most occurring scripts

ValueCountFrequency (%)
Common 323
100.0%

Most frequent character per script

Common
ValueCountFrequency (%)
3 169
52.3%
2 103
31.9%
1 31
 
9.6%
7 18
 
5.6%
0 2
 
0.6%

Most occurring blocks

ValueCountFrequency (%)
ASCII 323
100.0%

Most frequent character per block

ASCII
ValueCountFrequency (%)
3 169
52.3%
2 103
31.9%
1 31
 
9.6%
7 18
 
5.6%
0 2
 
0.6%
Distinct6
Distinct (%)1.6%
Missing0
Missing (%)0.0%
Memory size14.0 KiB
373 
30
 
2
8
 
1
13
 
1
9
 
1

Length

Max length2
Median length0
Mean length0.026385224
Min length0

Characters and Unicode

Total characters10
Distinct characters6
Distinct categories1 ?
Distinct scripts1 ?
Distinct blocks1 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique4 ?
Unique (%)1.1%

Sample

1st row
2nd row
3rd row
4th row
5th row

Common Values

ValueCountFrequency (%)
373
98.4%
30 2
 
0.5%
8 1
 
0.3%
13 1
 
0.3%
9 1
 
0.3%
29 1
 
0.3%

Length

Histogram of lengths of the category

Common Values (Plot)

ValueCountFrequency (%)
30 2
33.3%
8 1
16.7%
13 1
16.7%
9 1
16.7%
29 1
16.7%

Most occurring characters

ValueCountFrequency (%)
3 3
30.0%
0 2
20.0%
9 2
20.0%
8 1
 
10.0%
1 1
 
10.0%
2 1
 
10.0%

Most occurring categories

ValueCountFrequency (%)
Decimal Number 10
100.0%

Most frequent character per category

Decimal Number
ValueCountFrequency (%)
3 3
30.0%
0 2
20.0%
9 2
20.0%
8 1
 
10.0%
1 1
 
10.0%
2 1
 
10.0%

Most occurring scripts

ValueCountFrequency (%)
Common 10
100.0%

Most frequent character per script

Common
ValueCountFrequency (%)
3 3
30.0%
0 2
20.0%
9 2
20.0%
8 1
 
10.0%
1 1
 
10.0%
2 1
 
10.0%

Most occurring blocks

ValueCountFrequency (%)
ASCII 10
100.0%

Most frequent character per block

ASCII
ValueCountFrequency (%)
3 3
30.0%
0 2
20.0%
9 2
20.0%
8 1
 
10.0%
1 1
 
10.0%
2 1
 
10.0%
Distinct39
Distinct (%)10.3%
Missing0
Missing (%)0.0%
Memory size14.0 KiB
40
75 
68 
20
58 
30
24 
80
22 
Other values (34)
132 

Length

Max length5
Median length2
Mean length1.7783641
Min length0

Characters and Unicode

Total characters674
Distinct characters10
Distinct categories1 ?
Distinct scripts1 ?
Distinct blocks1 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique15 ?
Unique (%)4.0%

Sample

1st row50
2nd row50
3rd row110
4th row40
5th row120

Common Values

ValueCountFrequency (%)
40 75
19.8%
68
17.9%
20 58
15.3%
30 24
 
6.3%
80 22
 
5.8%
100 20
 
5.3%
60 14
 
3.7%
10 13
 
3.4%
50 12
 
3.2%
300 8
 
2.1%
Other values (29) 65
17.2%

Length

Histogram of lengths of the category
ValueCountFrequency (%)
40 75
24.1%
20 58
18.6%
30 24
 
7.7%
80 22
 
7.1%
100 20
 
6.4%
60 14
 
4.5%
10 13
 
4.2%
50 12
 
3.9%
300 8
 
2.6%
5 6
 
1.9%
Other values (28) 59
19.0%

Most occurring characters

ValueCountFrequency (%)
0 312
46.3%
4 87
 
12.9%
2 75
 
11.1%
1 53
 
7.9%
5 41
 
6.1%
3 34
 
5.0%
8 29
 
4.3%
6 19
 
2.8%
9 19
 
2.8%
7 5
 
0.7%

Most occurring categories

ValueCountFrequency (%)
Decimal Number 674
100.0%

Most frequent character per category

Decimal Number
ValueCountFrequency (%)
0 312
46.3%
4 87
 
12.9%
2 75
 
11.1%
1 53
 
7.9%
5 41
 
6.1%
3 34
 
5.0%
8 29
 
4.3%
6 19
 
2.8%
9 19
 
2.8%
7 5
 
0.7%

Most occurring scripts

ValueCountFrequency (%)
Common 674
100.0%

Most frequent character per script

Common
ValueCountFrequency (%)
0 312
46.3%
4 87
 
12.9%
2 75
 
11.1%
1 53
 
7.9%
5 41
 
6.1%
3 34
 
5.0%
8 29
 
4.3%
6 19
 
2.8%
9 19
 
2.8%
7 5
 
0.7%

Most occurring blocks

ValueCountFrequency (%)
ASCII 674
100.0%

Most frequent character per block

ASCII
ValueCountFrequency (%)
0 312
46.3%
4 87
 
12.9%
2 75
 
11.1%
1 53
 
7.9%
5 41
 
6.1%
3 34
 
5.0%
8 29
 
4.3%
6 19
 
2.8%
9 19
 
2.8%
7 5
 
0.7%
Distinct17
Distinct (%)4.5%
Missing0
Missing (%)0.0%
Memory size14.0 KiB
1
142 
68 
3
58 
2
26 
1 3
24 
Other values (12)
61 

Length

Max length8
Median length1
Mean length1.298153
Min length0

Characters and Unicode

Total characters492
Distinct characters8
Distinct categories2 ?
Distinct scripts1 ?
Distinct blocks1 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique4 ?
Unique (%)1.1%

Sample

1st row1
2nd row1
3rd row1
4th row1
5th row1 2

Common Values

ValueCountFrequency (%)
1 142
37.5%
68
17.9%
3 58
15.3%
2 26
 
6.9%
1 3 24
 
6.3%
1 5 19
 
5.0%
777 13
 
3.4%
1 2 10
 
2.6%
1 777 4
 
1.1%
5 3
 
0.8%
Other values (7) 12
 
3.2%

Length

Histogram of lengths of the category
ValueCountFrequency (%)
1 203
53.3%
3 88
23.1%
2 42
 
11.0%
5 24
 
6.3%
777 19
 
5.0%
4 4
 
1.0%
2005 1
 
0.3%

Most occurring characters

ValueCountFrequency (%)
1 203
41.3%
3 88
17.9%
70
 
14.2%
7 57
 
11.6%
2 43
 
8.7%
5 25
 
5.1%
4 4
 
0.8%
0 2
 
0.4%

Most occurring categories

ValueCountFrequency (%)
Decimal Number 422
85.8%
Space Separator 70
 
14.2%

Most frequent character per category

Decimal Number
ValueCountFrequency (%)
1 203
48.1%
3 88
20.9%
7 57
 
13.5%
2 43
 
10.2%
5 25
 
5.9%
4 4
 
0.9%
0 2
 
0.5%
Space Separator
ValueCountFrequency (%)
70
100.0%

Most occurring scripts

ValueCountFrequency (%)
Common 492
100.0%

Most frequent character per script

Common
ValueCountFrequency (%)
1 203
41.3%
3 88
17.9%
70
 
14.2%
7 57
 
11.6%
2 43
 
8.7%
5 25
 
5.1%
4 4
 
0.8%
0 2
 
0.4%

Most occurring blocks

ValueCountFrequency (%)
ASCII 492
100.0%

Most frequent character per block

ASCII
ValueCountFrequency (%)
1 203
41.3%
3 88
17.9%
70
 
14.2%
7 57
 
11.6%
2 43
 
8.7%
5 25
 
5.1%
4 4
 
0.8%
0 2
 
0.4%
Distinct8
Distinct (%)2.1%
Missing0
Missing (%)0.0%
Memory size14.0 KiB
360 
Group savings (not with financial institutions)
 
9
Group savings (not with financial institution)
 
4
Mobile money
 
2
Saving with a savings/susu and loans firm(EDSKOVARH ENT.)
 
1
Other values (3)
 
3

Length

Max length57
Median length0
Mean length2.0923483
Min length0

Characters and Unicode

Total characters793
Distinct characters42
Distinct categories7 ?
Distinct scripts2 ?
Distinct blocks1 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique4 ?
Unique (%)1.1%

Sample

1st row
2nd row
3rd row
4th row
5th row

Common Values

ValueCountFrequency (%)
360
95.0%
Group savings (not with financial institutions) 9
 
2.4%
Group savings (not with financial institution) 4
 
1.1%
Mobile money 2
 
0.5%
Saving with a savings/susu and loans firm(EDSKOVARH ENT.) 1
 
0.3%
Did not save because she was sick and admitted 1
 
0.3%
Sim card 1
 
0.3%
Respondent has not saved money for the past 30 days 1
 
0.3%

Length

Histogram of lengths of the category

Common Values (Plot)

ValueCountFrequency (%)
not 15
13.5%
with 14
12.6%
group 13
11.7%
financial 13
11.7%
savings 13
11.7%
institutions 9
 
8.1%
institution 4
 
3.6%
money 3
 
2.7%
mobile 2
 
1.8%
and 2
 
1.8%
Other values (23) 23
20.7%

Most occurring characters

ValueCountFrequency (%)
i 101
12.7%
92
11.6%
n 90
11.3%
t 73
 
9.2%
s 63
 
7.9%
a 54
 
6.8%
o 49
 
6.2%
u 29
 
3.7%
h 17
 
2.1%
v 17
 
2.1%
Other values (32) 208
26.2%

Most occurring categories

ValueCountFrequency (%)
Lowercase Letter 638
80.5%
Space Separator 92
 
11.6%
Uppercase Letter 31
 
3.9%
Open Punctuation 14
 
1.8%
Close Punctuation 14
 
1.8%
Other Punctuation 2
 
0.3%
Decimal Number 2
 
0.3%

Most frequent character per category

Lowercase Letter
ValueCountFrequency (%)
i 101
15.8%
n 90
14.1%
t 73
11.4%
s 63
9.9%
a 54
8.5%
o 49
 
7.7%
u 29
 
4.5%
h 17
 
2.7%
v 17
 
2.7%
r 16
 
2.5%
Other values (12) 129
20.2%
Uppercase Letter
ValueCountFrequency (%)
G 13
41.9%
S 3
 
9.7%
M 2
 
6.5%
E 2
 
6.5%
D 2
 
6.5%
R 2
 
6.5%
K 1
 
3.2%
O 1
 
3.2%
V 1
 
3.2%
A 1
 
3.2%
Other values (3) 3
 
9.7%
Other Punctuation
ValueCountFrequency (%)
/ 1
50.0%
. 1
50.0%
Decimal Number
ValueCountFrequency (%)
3 1
50.0%
0 1
50.0%
Space Separator
ValueCountFrequency (%)
92
100.0%
Open Punctuation
ValueCountFrequency (%)
( 14
100.0%
Close Punctuation
ValueCountFrequency (%)
) 14
100.0%

Most occurring scripts

ValueCountFrequency (%)
Latin 669
84.4%
Common 124
 
15.6%

Most frequent character per script

Latin
ValueCountFrequency (%)
i 101
15.1%
n 90
13.5%
t 73
10.9%
s 63
 
9.4%
a 54
 
8.1%
o 49
 
7.3%
u 29
 
4.3%
h 17
 
2.5%
v 17
 
2.5%
r 16
 
2.4%
Other values (25) 160
23.9%
Common
ValueCountFrequency (%)
92
74.2%
( 14
 
11.3%
) 14
 
11.3%
/ 1
 
0.8%
. 1
 
0.8%
3 1
 
0.8%
0 1
 
0.8%

Most occurring blocks

ValueCountFrequency (%)
ASCII 793
100.0%

Most frequent character per block

ASCII
ValueCountFrequency (%)
i 101
12.7%
92
11.6%
n 90
11.3%
t 73
 
9.2%
s 63
 
7.9%
a 54
 
6.8%
o 49
 
6.2%
u 29
 
3.7%
h 17
 
2.1%
v 17
 
2.1%
Other values (32) 208
26.2%

save_12months
Categorical

Distinct4
Distinct (%)1.1%
Missing0
Missing (%)0.0%
Memory size14.0 KiB
1
292 
0
85 
 
1
888
 
1

Length

Max length3
Median length1
Mean length1.0026385
Min length0

Characters and Unicode

Total characters380
Distinct characters3
Distinct categories1 ?
Distinct scripts1 ?
Distinct blocks1 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique2 ?
Unique (%)0.5%

Sample

1st row1
2nd row1
3rd row1
4th row1
5th row1

Common Values

ValueCountFrequency (%)
1 292
77.0%
0 85
 
22.4%
1
 
0.3%
888 1
 
0.3%

Length

Histogram of lengths of the category

Common Values (Plot)

ValueCountFrequency (%)
1 292
77.2%
0 85
 
22.5%
888 1
 
0.3%

Most occurring characters

ValueCountFrequency (%)
1 292
76.8%
0 85
 
22.4%
8 3
 
0.8%

Most occurring categories

ValueCountFrequency (%)
Decimal Number 380
100.0%

Most frequent character per category

Decimal Number
ValueCountFrequency (%)
1 292
76.8%
0 85
 
22.4%
8 3
 
0.8%

Most occurring scripts

ValueCountFrequency (%)
Common 380
100.0%

Most frequent character per script

Common
ValueCountFrequency (%)
1 292
76.8%
0 85
 
22.4%
8 3
 
0.8%

Most occurring blocks

ValueCountFrequency (%)
ASCII 380
100.0%

Most frequent character per block

ASCII
ValueCountFrequency (%)
1 292
76.8%
0 85
 
22.4%
8 3
 
0.8%

save_purpose_12months
Categorical

HIGH CARDINALITY
HIGH CORRELATION

Distinct62
Distinct (%)16.4%
Missing0
Missing (%)0.0%
Memory size14.0 KiB
87 
5
30 
1 2
29 
1 2 2005
25 
38354
 
17
Other values (57)
191 

Length

Max length11
Median length8
Mean length3.4960422
Min length0

Characters and Unicode

Total characters1325
Distinct characters12
Distinct categories3 ?
Distinct scripts1 ?
Distinct blocks1 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique28 ?
Unique (%)7.4%

Sample

1st row1 2
2nd row2
3rd row1 2
4th row1 2
5th row1 2 2005

Common Values

ValueCountFrequency (%)
87
23.0%
5 30
 
7.9%
1 2 29
 
7.7%
1 2 2005 25
 
6.6%
38354 17
 
4.5%
44597 15
 
4.0%
44563 15
 
4.0%
44566 14
 
3.7%
1 5 11
 
2.9%
1 2 2004 11
 
2.9%
Other values (52) 125
33.0%

Length

Histogram of lengths of the category
ValueCountFrequency (%)
1 123
22.9%
2 112
20.8%
5 77
14.3%
4 45
 
8.4%
2005 27
 
5.0%
38354 17
 
3.2%
777 17
 
3.2%
44597 15
 
2.8%
44563 15
 
2.8%
44566 14
 
2.6%
Other values (20) 76
14.1%

Most occurring characters

ValueCountFrequency (%)
246
18.6%
4 198
14.9%
5 192
14.5%
2 158
11.9%
1 130
9.8%
0 104
7.8%
7 98
 
7.4%
6 67
 
5.1%
3 66
 
5.0%
8 42
 
3.2%
Other values (2) 24
 
1.8%

Most occurring categories

ValueCountFrequency (%)
Decimal Number 1076
81.2%
Space Separator 246
 
18.6%
Dash Punctuation 3
 
0.2%

Most frequent character per category

Decimal Number
ValueCountFrequency (%)
4 198
18.4%
5 192
17.8%
2 158
14.7%
1 130
12.1%
0 104
9.7%
7 98
9.1%
6 67
 
6.2%
3 66
 
6.1%
8 42
 
3.9%
9 21
 
2.0%
Space Separator
ValueCountFrequency (%)
246
100.0%
Dash Punctuation
ValueCountFrequency (%)
- 3
100.0%

Most occurring scripts

ValueCountFrequency (%)
Common 1325
100.0%

Most frequent character per script

Common
ValueCountFrequency (%)
246
18.6%
4 198
14.9%
5 192
14.5%
2 158
11.9%
1 130
9.8%
0 104
7.8%
7 98
 
7.4%
6 67
 
5.1%
3 66
 
5.0%
8 42
 
3.2%
Other values (2) 24
 
1.8%

Most occurring blocks

ValueCountFrequency (%)
ASCII 1325
100.0%

Most frequent character per block

ASCII
ValueCountFrequency (%)
246
18.6%
4 198
14.9%
5 192
14.5%
2 158
11.9%
1 130
9.8%
0 104
7.8%
7 98
 
7.4%
6 67
 
5.1%
3 66
 
5.0%
8 42
 
3.2%
Other values (2) 24
 
1.8%
Distinct26
Distinct (%)6.9%
Missing0
Missing (%)0.0%
Memory size14.0 KiB
350 
Household expenses
 
4
Household feeding
 
2
Feeding the family
 
1
Meet emergency expenses
 
1
Other values (21)
 
21

Length

Max length55
Median length0
Mean length1.8918206
Min length0

Characters and Unicode

Total characters717
Distinct characters33
Distinct categories4 ?
Distinct scripts2 ?
Distinct blocks1 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique23 ?
Unique (%)6.1%

Sample

1st row
2nd row
3rd row
4th row
5th row

Common Values

ValueCountFrequency (%)
350
92.3%
Household expenses 4
 
1.1%
Household feeding 2
 
0.5%
Feeding the family 1
 
0.3%
Meet emergency expenses 1
 
0.3%
Household feeding and expenses 1
 
0.3%
Household feeding and expenses 1
 
0.3%
Household expenses and funerals 1
 
0.3%
Funerals 1
 
0.3%
Household expenses and feeding 1
 
0.3%
Other values (16) 16
 
4.2%

Length

Histogram of lengths of the category
ValueCountFrequency (%)
expenses 15
14.2%
household 13
 
12.3%
for 8
 
7.5%
and 7
 
6.6%
to 6
 
5.7%
feeding 6
 
5.7%
emergency 5
 
4.7%
funerals 4
 
3.8%
business 4
 
3.8%
my 3
 
2.8%
Other values (32) 35
33.0%

Most occurring characters

ValueCountFrequency (%)
e 120
16.7%
84
11.7%
s 77
 
10.7%
n 51
 
7.1%
o 49
 
6.8%
d 29
 
4.0%
r 29
 
4.0%
u 26
 
3.6%
a 26
 
3.6%
h 22
 
3.1%
Other values (23) 204
28.5%

Most occurring categories

ValueCountFrequency (%)
Lowercase Letter 601
83.8%
Space Separator 84
 
11.7%
Uppercase Letter 30
 
4.2%
Other Punctuation 2
 
0.3%

Most frequent character per category

Lowercase Letter
ValueCountFrequency (%)
e 120
20.0%
s 77
12.8%
n 51
 
8.5%
o 49
 
8.2%
d 29
 
4.8%
r 29
 
4.8%
u 26
 
4.3%
a 26
 
4.3%
h 22
 
3.7%
l 22
 
3.7%
Other values (12) 150
25.0%
Uppercase Letter
ValueCountFrequency (%)
H 11
36.7%
F 9
30.0%
T 4
 
13.3%
M 1
 
3.3%
S 1
 
3.3%
I 1
 
3.3%
B 1
 
3.3%
A 1
 
3.3%
E 1
 
3.3%
Space Separator
ValueCountFrequency (%)
84
100.0%
Other Punctuation
ValueCountFrequency (%)
. 2
100.0%

Most occurring scripts

ValueCountFrequency (%)
Latin 631
88.0%
Common 86
 
12.0%

Most frequent character per script

Latin
ValueCountFrequency (%)
e 120
19.0%
s 77
12.2%
n 51
 
8.1%
o 49
 
7.8%
d 29
 
4.6%
r 29
 
4.6%
u 26
 
4.1%
a 26
 
4.1%
h 22
 
3.5%
l 22
 
3.5%
Other values (21) 180
28.5%
Common
ValueCountFrequency (%)
84
97.7%
. 2
 
2.3%

Most occurring blocks

ValueCountFrequency (%)
ASCII 717
100.0%

Most frequent character per block

ASCII
ValueCountFrequency (%)
e 120
16.7%
84
11.7%
s 77
 
10.7%
n 51
 
7.1%
o 49
 
6.8%
d 29
 
4.0%
r 29
 
4.0%
u 26
 
3.6%
a 26
 
3.6%
h 22
 
3.1%
Other values (23) 204
28.5%
Distinct8
Distinct (%)2.1%
Missing0
Missing (%)0.0%
Memory size14.0 KiB
3
142 
87 
777
85 
2
54 
1
 
5
Other values (3)
 
6

Length

Max length3
Median length1
Mean length1.2401055
Min length0

Characters and Unicode

Total characters470
Distinct characters7
Distinct categories1 ?
Distinct scripts1 ?
Distinct blocks1 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique1 ?
Unique (%)0.3%

Sample

1st row3
2nd row2
3rd row3
4th row3
5th row3

Common Values

ValueCountFrequency (%)
3 142
37.5%
87
23.0%
777 85
22.4%
2 54
 
14.2%
1 5
 
1.3%
999 3
 
0.8%
0 2
 
0.5%
888 1
 
0.3%

Length

Histogram of lengths of the category

Common Values (Plot)

ValueCountFrequency (%)
3 142
48.6%
777 85
29.1%
2 54
 
18.5%
1 5
 
1.7%
999 3
 
1.0%
0 2
 
0.7%
888 1
 
0.3%

Most occurring characters

ValueCountFrequency (%)
7 255
54.3%
3 142
30.2%
2 54
 
11.5%
9 9
 
1.9%
1 5
 
1.1%
8 3
 
0.6%
0 2
 
0.4%

Most occurring categories

ValueCountFrequency (%)
Decimal Number 470
100.0%

Most frequent character per category

Decimal Number
ValueCountFrequency (%)
7 255
54.3%
3 142
30.2%
2 54
 
11.5%
9 9
 
1.9%
1 5
 
1.1%
8 3
 
0.6%
0 2
 
0.4%

Most occurring scripts

ValueCountFrequency (%)
Common 470
100.0%

Most frequent character per script

Common
ValueCountFrequency (%)
7 255
54.3%
3 142
30.2%
2 54
 
11.5%
9 9
 
1.9%
1 5
 
1.1%
8 3
 
0.6%
0 2
 
0.4%

Most occurring blocks

ValueCountFrequency (%)
ASCII 470
100.0%

Most frequent character per block

ASCII
ValueCountFrequency (%)
7 255
54.3%
3 142
30.2%
2 54
 
11.5%
9 9
 
1.9%
1 5
 
1.1%
8 3
 
0.6%
0 2
 
0.4%
Distinct35
Distinct (%)9.2%
Missing0
Missing (%)0.0%
Memory size14.0 KiB
294 
48
 
10
12
 
9
44
 
6
43
 
5
Other values (30)
55 

Length

Max length3
Median length0
Mean length0.44327177
Min length0

Characters and Unicode

Total characters168
Distinct characters10
Distinct categories1 ?
Distinct scripts1 ?
Distinct blocks1 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique16 ?
Unique (%)4.2%

Sample

1st row
2nd row
3rd row
4th row
5th row

Common Values

ValueCountFrequency (%)
294
77.6%
48 10
 
2.6%
12 9
 
2.4%
44 6
 
1.6%
43 5
 
1.3%
10 5
 
1.3%
20 5
 
1.3%
52 4
 
1.1%
24 3
 
0.8%
72 3
 
0.8%
Other values (25) 35
 
9.2%

Length

Histogram of lengths of the category
ValueCountFrequency (%)
48 10
 
11.8%
12 9
 
10.6%
44 6
 
7.1%
43 5
 
5.9%
10 5
 
5.9%
20 5
 
5.9%
52 4
 
4.7%
24 3
 
3.5%
72 3
 
3.5%
30 3
 
3.5%
Other values (24) 32
37.6%

Most occurring characters

ValueCountFrequency (%)
4 44
26.2%
2 30
17.9%
1 23
13.7%
0 17
 
10.1%
8 14
 
8.3%
3 12
 
7.1%
5 9
 
5.4%
6 9
 
5.4%
7 8
 
4.8%
9 2
 
1.2%

Most occurring categories

ValueCountFrequency (%)
Decimal Number 168
100.0%

Most frequent character per category

Decimal Number
ValueCountFrequency (%)
4 44
26.2%
2 30
17.9%
1 23
13.7%
0 17
 
10.1%
8 14
 
8.3%
3 12
 
7.1%
5 9
 
5.4%
6 9
 
5.4%
7 8
 
4.8%
9 2
 
1.2%

Most occurring scripts

ValueCountFrequency (%)
Common 168
100.0%

Most frequent character per script

Common
ValueCountFrequency (%)
4 44
26.2%
2 30
17.9%
1 23
13.7%
0 17
 
10.1%
8 14
 
8.3%
3 12
 
7.1%
5 9
 
5.4%
6 9
 
5.4%
7 8
 
4.8%
9 2
 
1.2%

Most occurring blocks

ValueCountFrequency (%)
ASCII 168
100.0%

Most frequent character per block

ASCII
ValueCountFrequency (%)
4 44
26.2%
2 30
17.9%
1 23
13.7%
0 17
 
10.1%
8 14
 
8.3%
3 12
 
7.1%
5 9
 
5.4%
6 9
 
5.4%
7 8
 
4.8%
9 2
 
1.2%

savings_amount_12months
Categorical

HIGH CARDINALITY
HIGH CORRELATION

Distinct83
Distinct (%)21.9%
Missing0
Missing (%)0.0%
Memory size14.0 KiB
87 
300
 
19
240
 
18
480
 
18
200
 
15
Other values (78)
222 

Length

Max length5
Median length3
Mean length2.3007916
Min length0

Characters and Unicode

Total characters872
Distinct characters10
Distinct categories1 ?
Distinct scripts1 ?
Distinct blocks1 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique40 ?
Unique (%)10.6%

Sample

1st row300
2nd row200
3rd row250
4th row240
5th row400

Common Values

ValueCountFrequency (%)
87
23.0%
300 19
 
5.0%
240 18
 
4.7%
480 18
 
4.7%
200 15
 
4.0%
500 13
 
3.4%
400 12
 
3.2%
60 12
 
3.2%
120 12
 
3.2%
100 11
 
2.9%
Other values (73) 162
42.7%

Length

Histogram of lengths of the category
ValueCountFrequency (%)
300 19
 
6.5%
240 18
 
6.2%
480 18
 
6.2%
200 15
 
5.1%
500 13
 
4.5%
400 12
 
4.1%
60 12
 
4.1%
120 12
 
4.1%
100 11
 
3.8%
600 10
 
3.4%
Other values (72) 152
52.1%

Most occurring characters

ValueCountFrequency (%)
0 394
45.2%
2 92
 
10.6%
4 76
 
8.7%
1 72
 
8.3%
8 48
 
5.5%
9 45
 
5.2%
6 44
 
5.0%
5 43
 
4.9%
3 42
 
4.8%
7 16
 
1.8%

Most occurring categories

ValueCountFrequency (%)
Decimal Number 872
100.0%

Most frequent character per category

Decimal Number
ValueCountFrequency (%)
0 394
45.2%
2 92
 
10.6%
4 76
 
8.7%
1 72
 
8.3%
8 48
 
5.5%
9 45
 
5.2%
6 44
 
5.0%
5 43
 
4.9%
3 42
 
4.8%
7 16
 
1.8%

Most occurring scripts

ValueCountFrequency (%)
Common 872
100.0%

Most frequent character per script

Common
ValueCountFrequency (%)
0 394
45.2%
2 92
 
10.6%
4 76
 
8.7%
1 72
 
8.3%
8 48
 
5.5%
9 45
 
5.2%
6 44
 
5.0%
5 43
 
4.9%
3 42
 
4.8%
7 16
 
1.8%

Most occurring blocks

ValueCountFrequency (%)
ASCII 872
100.0%

Most frequent character per block

ASCII
ValueCountFrequency (%)
0 394
45.2%
2 92
 
10.6%
4 76
 
8.7%
1 72
 
8.3%
8 48
 
5.5%
9 45
 
5.2%
6 44
 
5.0%
5 43
 
4.9%
3 42
 
4.8%
7 16
 
1.8%
Distinct28
Distinct (%)7.4%
Missing0
Missing (%)0.0%
Memory size14.0 KiB
1
119 
87 
3
57 
2
21 
44564
17 
Other values (23)
78 

Length

Max length8
Median length1
Mean length1.4881266
Min length0

Characters and Unicode

Total characters564
Distinct characters11
Distinct categories2 ?
Distinct scripts1 ?
Distinct blocks1 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique10 ?
Unique (%)2.6%

Sample

1st row1
2nd row1
3rd row1
4th row1
5th row1

Common Values

ValueCountFrequency (%)
1 119
31.4%
87
23.0%
3 57
15.0%
2 21
 
5.5%
44564 17
 
4.5%
777 11
 
2.9%
1 3 11
 
2.9%
1 2 9
 
2.4%
1 5 9
 
2.4%
5 6
 
1.6%
Other values (18) 32
 
8.4%

Length

Histogram of lengths of the category
ValueCountFrequency (%)
1 159
45.4%
3 77
22.0%
2 42
 
12.0%
777 19
 
5.4%
44564 17
 
4.9%
5 17
 
4.9%
4 5
 
1.4%
2003 4
 
1.1%
44566 2
 
0.6%
44563 2
 
0.6%
Other values (6) 6
 
1.7%

Most occurring characters

ValueCountFrequency (%)
1 159
28.2%
3 84
14.9%
4 72
12.8%
7 58
 
10.3%
58
 
10.3%
2 49
 
8.7%
5 43
 
7.6%
6 25
 
4.4%
0 12
 
2.1%
9 3
 
0.5%

Most occurring categories

ValueCountFrequency (%)
Decimal Number 506
89.7%
Space Separator 58
 
10.3%

Most frequent character per category

Decimal Number
ValueCountFrequency (%)
1 159
31.4%
3 84
16.6%
4 72
14.2%
7 58
 
11.5%
2 49
 
9.7%
5 43
 
8.5%
6 25
 
4.9%
0 12
 
2.4%
9 3
 
0.6%
8 1
 
0.2%
Space Separator
ValueCountFrequency (%)
58
100.0%

Most occurring scripts

ValueCountFrequency (%)
Common 564
100.0%

Most frequent character per script

Common
ValueCountFrequency (%)
1 159
28.2%
3 84
14.9%
4 72
12.8%
7 58
 
10.3%
58
 
10.3%
2 49
 
8.7%
5 43
 
7.6%
6 25
 
4.4%
0 12
 
2.1%
9 3
 
0.5%

Most occurring blocks

ValueCountFrequency (%)
ASCII 564
100.0%

Most frequent character per block

ASCII
ValueCountFrequency (%)
1 159
28.2%
3 84
14.9%
4 72
12.8%
7 58
 
10.3%
58
 
10.3%
2 49
 
8.7%
5 43
 
7.6%
6 25
 
4.4%
0 12
 
2.1%
9 3
 
0.5%
Distinct9
Distinct (%)2.4%
Missing0
Missing (%)0.0%
Memory size14.0 KiB
360 
Group savings (not with financial institutions)
 
9
Group savings (not with financial institution)
 
3
Mobile money
 
2
Group savings not with financial institutions)
 
1
Other values (4)
 
4

Length

Max length57
Median length0
Mean length1.8970976
Min length0

Characters and Unicode

Total characters719
Distinct characters40
Distinct categories6 ?
Distinct scripts2 ?
Distinct blocks1 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique5 ?
Unique (%)1.3%

Sample

1st row
2nd row
3rd row
4th row
5th row

Common Values

ValueCountFrequency (%)
360
95.0%
Group savings (not with financial institutions) 9
 
2.4%
Group savings (not with financial institution) 3
 
0.8%
Mobile money 2
 
0.5%
Group savings not with financial institutions) 1
 
0.3%
Saving with a savings/susu and loans firm(EDSKOVARH ENT.) 1
 
0.3%
Group savings 1
 
0.3%
Sim card 1
 
0.3%
Money box 1
 
0.3%

Length

Histogram of lengths of the category

Common Values (Plot)

ValueCountFrequency (%)
group 14
14.6%
with 14
14.6%
savings 14
14.6%
not 13
13.5%
financial 13
13.5%
institutions 10
10.4%
institution 3
 
3.1%
money 3
 
3.1%
mobile 2
 
2.1%
firm(edskovarh 1
 
1.0%
Other values (9) 9
9.4%

Most occurring characters

ValueCountFrequency (%)
i 99
13.8%
n 86
12.0%
78
10.8%
t 66
 
9.2%
s 56
 
7.8%
o 47
 
6.5%
a 46
 
6.4%
u 29
 
4.0%
r 16
 
2.2%
g 16
 
2.2%
Other values (30) 180
25.0%

Most occurring categories

ValueCountFrequency (%)
Lowercase Letter 581
80.8%
Space Separator 78
 
10.8%
Uppercase Letter 31
 
4.3%
Close Punctuation 14
 
1.9%
Open Punctuation 13
 
1.8%
Other Punctuation 2
 
0.3%

Most frequent character per category

Lowercase Letter
ValueCountFrequency (%)
i 99
17.0%
n 86
14.8%
t 66
11.4%
s 56
9.6%
o 47
8.1%
a 46
7.9%
u 29
 
5.0%
r 16
 
2.8%
g 16
 
2.8%
l 16
 
2.8%
Other values (12) 104
17.9%
Uppercase Letter
ValueCountFrequency (%)
G 14
45.2%
S 3
 
9.7%
M 3
 
9.7%
E 2
 
6.5%
D 1
 
3.2%
K 1
 
3.2%
O 1
 
3.2%
V 1
 
3.2%
A 1
 
3.2%
R 1
 
3.2%
Other values (3) 3
 
9.7%
Other Punctuation
ValueCountFrequency (%)
/ 1
50.0%
. 1
50.0%
Space Separator
ValueCountFrequency (%)
78
100.0%
Close Punctuation
ValueCountFrequency (%)
) 14
100.0%
Open Punctuation
ValueCountFrequency (%)
( 13
100.0%

Most occurring scripts

ValueCountFrequency (%)
Latin 612
85.1%
Common 107
 
14.9%

Most frequent character per script

Latin
ValueCountFrequency (%)
i 99
16.2%
n 86
14.1%
t 66
10.8%
s 56
9.2%
o 47
 
7.7%
a 46
 
7.5%
u 29
 
4.7%
r 16
 
2.6%
g 16
 
2.6%
l 16
 
2.6%
Other values (25) 135
22.1%
Common
ValueCountFrequency (%)
78
72.9%
) 14
 
13.1%
( 13
 
12.1%
/ 1
 
0.9%
. 1
 
0.9%

Most occurring blocks

ValueCountFrequency (%)
ASCII 719
100.0%

Most frequent character per block

ASCII
ValueCountFrequency (%)
i 99
13.8%
n 86
12.0%
78
10.8%
t 66
 
9.2%
s 56
 
7.8%
o 47
 
6.5%
a 46
 
6.4%
u 29
 
4.0%
r 16
 
2.2%
g 16
 
2.2%
Other values (30) 180
25.0%

save_ability
Categorical

Distinct7
Distinct (%)1.8%
Missing0
Missing (%)0.0%
Memory size14.0 KiB
3
117 
2
97 
1
92 
4
69 
999
 
2
Other values (2)
 
2

Length

Max length3
Median length1
Mean length1.0131926
Min length0

Characters and Unicode

Total characters384
Distinct characters6
Distinct categories1 ?
Distinct scripts1 ?
Distinct blocks1 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique2 ?
Unique (%)0.5%

Sample

1st row3
2nd row3
3rd row3
4th row3
5th row3

Common Values

ValueCountFrequency (%)
3 117
30.9%
2 97
25.6%
1 92
24.3%
4 69
18.2%
999 2
 
0.5%
888 1
 
0.3%
1
 
0.3%

Length

Histogram of lengths of the category

Common Values (Plot)

ValueCountFrequency (%)
3 117
31.0%
2 97
25.7%
1 92
24.3%
4 69
18.3%
999 2
 
0.5%
888 1
 
0.3%

Most occurring characters

ValueCountFrequency (%)
3 117
30.5%
2 97
25.3%
1 92
24.0%
4 69
18.0%
9 6
 
1.6%
8 3
 
0.8%

Most occurring categories

ValueCountFrequency (%)
Decimal Number 384
100.0%

Most frequent character per category

Decimal Number
ValueCountFrequency (%)
3 117
30.5%
2 97
25.3%
1 92
24.0%
4 69
18.0%
9 6
 
1.6%
8 3
 
0.8%

Most occurring scripts

ValueCountFrequency (%)
Common 384
100.0%

Most frequent character per script

Common
ValueCountFrequency (%)
3 117
30.5%
2 97
25.3%
1 92
24.0%
4 69
18.0%
9 6
 
1.6%
8 3
 
0.8%

Most occurring blocks

ValueCountFrequency (%)
ASCII 384
100.0%

Most frequent character per block

ASCII
ValueCountFrequency (%)
3 117
30.5%
2 97
25.3%
1 92
24.0%
4 69
18.0%
9 6
 
1.6%
8 3
 
0.8%

save_reason
Categorical

Distinct8
Distinct (%)2.1%
Missing0
Missing (%)0.0%
Memory size14.0 KiB
1
118 
2
101 
93 
4
36 
777
27 
Other values (3)
 
4

Length

Max length3
Median length1
Mean length0.90237467
Min length0

Characters and Unicode

Total characters342
Distinct characters7
Distinct categories1 ?
Distinct scripts1 ?
Distinct blocks1 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique2 ?
Unique (%)0.5%

Sample

1st row1
2nd row1
3rd row1
4th row1
5th row2

Common Values

ValueCountFrequency (%)
1 118
31.1%
2 101
26.6%
93
24.5%
4 36
 
9.5%
777 27
 
7.1%
3 2
 
0.5%
999 1
 
0.3%
6 1
 
0.3%

Length

Histogram of lengths of the category

Common Values (Plot)

ValueCountFrequency (%)
1 118
41.3%
2 101
35.3%
4 36
 
12.6%
777 27
 
9.4%
3 2
 
0.7%
999 1
 
0.3%
6 1
 
0.3%

Most occurring characters

ValueCountFrequency (%)
1 118
34.5%
2 101
29.5%
7 81
23.7%
4 36
 
10.5%
9 3
 
0.9%
3 2
 
0.6%
6 1
 
0.3%

Most occurring categories

ValueCountFrequency (%)
Decimal Number 342
100.0%

Most frequent character per category

Decimal Number
ValueCountFrequency (%)
1 118
34.5%
2 101
29.5%
7 81
23.7%
4 36
 
10.5%
9 3
 
0.9%
3 2
 
0.6%
6 1
 
0.3%

Most occurring scripts

ValueCountFrequency (%)
Common 342
100.0%

Most frequent character per script

Common
ValueCountFrequency (%)
1 118
34.5%
2 101
29.5%
7 81
23.7%
4 36
 
10.5%
9 3
 
0.9%
3 2
 
0.6%
6 1
 
0.3%

Most occurring blocks

ValueCountFrequency (%)
ASCII 342
100.0%

Most frequent character per block

ASCII
ValueCountFrequency (%)
1 118
34.5%
2 101
29.5%
7 81
23.7%
4 36
 
10.5%
9 3
 
0.9%
3 2
 
0.6%
6 1
 
0.3%
Distinct27
Distinct (%)7.1%
Missing0
Missing (%)0.0%
Memory size14.0 KiB
352 
Respondent has no money to save
 
2
Respondent have no money to save
 
1
Respondent said whenever they were to share their savings, he usually would be given less than he saved. I encourage him to join another group.
 
1
Respondent has been able to save in successive week.
 
1
Other values (22)
 
22

Length

Max length175
Median length0
Mean length3.9920844
Min length0

Characters and Unicode

Total characters1513
Distinct characters40
Distinct categories5 ?
Distinct scripts2 ?
Distinct blocks1 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique25 ?
Unique (%)6.6%

Sample

1st row
2nd row
3rd row
4th row
5th row

Common Values

ValueCountFrequency (%)
352
92.9%
Respondent has no money to save 2
 
0.5%
Respondent have no money to save 1
 
0.3%
Respondent said whenever they were to share their savings, he usually would be given less than he saved. I encourage him to join another group. 1
 
0.3%
Respondent has been able to save in successive week. 1
 
0.3%
Respondent has not actually been saving in principle, however, invest every little money accrued from her sales into foodstuffs that she can sell later to make more profit. 1
 
0.3%
She saves and invest into new businesses and also explore new opportunities. 1
 
0.3%
Respondent could have saved but spent on her children's education. 1
 
0.3%
Respondent could have saved but have spent her profits on other investments. 1
 
0.3%
Was not having business by then 1
 
0.3%
Other values (17) 17
 
4.5%

Length

Histogram of lengths of the category
ValueCountFrequency (%)
respondent 16
 
6.2%
to 13
 
5.1%
have 11
 
4.3%
save 10
 
3.9%
not 9
 
3.5%
has 9
 
3.5%
money 7
 
2.7%
business 7
 
2.7%
no 6
 
2.3%
and 5
 
1.9%
Other values (112) 164
63.8%

Most occurring characters

ValueCountFrequency (%)
243
16.1%
e 191
12.6%
n 134
 
8.9%
s 133
 
8.8%
o 95
 
6.3%
t 92
 
6.1%
a 91
 
6.0%
h 55
 
3.6%
i 54
 
3.6%
v 48
 
3.2%
Other values (30) 377
24.9%

Most occurring categories

ValueCountFrequency (%)
Lowercase Letter 1217
80.4%
Space Separator 243
 
16.1%
Uppercase Letter 30
 
2.0%
Other Punctuation 21
 
1.4%
Decimal Number 2
 
0.1%

Most frequent character per category

Lowercase Letter
ValueCountFrequency (%)
e 191
15.7%
n 134
11.0%
s 133
10.9%
o 95
 
7.8%
t 92
 
7.6%
a 91
 
7.5%
h 55
 
4.5%
i 54
 
4.4%
v 48
 
3.9%
r 46
 
3.8%
Other values (14) 278
22.8%
Uppercase Letter
ValueCountFrequency (%)
R 15
50.0%
D 3
 
10.0%
W 3
 
10.0%
S 2
 
6.7%
I 2
 
6.7%
Y 1
 
3.3%
G 1
 
3.3%
A 1
 
3.3%
H 1
 
3.3%
N 1
 
3.3%
Other Punctuation
ValueCountFrequency (%)
. 14
66.7%
, 4
 
19.0%
' 3
 
14.3%
Decimal Number
ValueCountFrequency (%)
1 1
50.0%
2 1
50.0%
Space Separator
ValueCountFrequency (%)
243
100.0%

Most occurring scripts

ValueCountFrequency (%)
Latin 1247
82.4%
Common 266
 
17.6%

Most frequent character per script

Latin
ValueCountFrequency (%)
e 191
15.3%
n 134
10.7%
s 133
10.7%
o 95
 
7.6%
t 92
 
7.4%
a 91
 
7.3%
h 55
 
4.4%
i 54
 
4.3%
v 48
 
3.8%
r 46
 
3.7%
Other values (24) 308
24.7%
Common
ValueCountFrequency (%)
243
91.4%
. 14
 
5.3%
, 4
 
1.5%
' 3
 
1.1%
1 1
 
0.4%
2 1
 
0.4%

Most occurring blocks

ValueCountFrequency (%)
ASCII 1513
100.0%

Most frequent character per block

ASCII
ValueCountFrequency (%)
243
16.1%
e 191
12.6%
n 134
 
8.9%
s 133
 
8.8%
o 95
 
6.3%
t 92
 
6.1%
a 91
 
6.0%
h 55
 
3.6%
i 54
 
3.6%
v 48
 
3.2%
Other values (30) 377
24.9%

business_principles
Categorical

HIGH CARDINALITY
HIGH CORRELATION

Distinct86
Distinct (%)22.7%
Missing0
Missing (%)0.0%
Memory size14.0 KiB
1
92 
1 4
34 
1 3
29 
1 2 2003
 
13
1 2 2008
 
10
Other values (81)
201 

Length

Max length13
Median length11
Mean length4.0844327
Min length0

Characters and Unicode

Total characters1548
Distinct characters11
Distinct categories2 ?
Distinct scripts1 ?
Distinct blocks1 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique40 ?
Unique (%)10.6%

Sample

1st row1
2nd row1 6
3rd row1
4th row1
5th row1 5

Common Values

ValueCountFrequency (%)
1 92
24.3%
1 4 34
 
9.0%
1 3 29
 
7.7%
1 2 2003 13
 
3.4%
1 2 2008 10
 
2.6%
2 3 8
 
2.1%
1 2 8
 
2.1%
2 8 8
 
2.1%
6 8 8
 
2.1%
1 3 2004 7
 
1.8%
Other values (76) 162
42.7%

Length

Histogram of lengths of the category
ValueCountFrequency (%)
1 293
35.1%
2 112
 
13.4%
3 107
 
12.8%
8 68
 
8.2%
4 64
 
7.7%
6 49
 
5.9%
5 31
 
3.7%
2008 23
 
2.8%
7 14
 
1.7%
2003 13
 
1.6%
Other values (10) 60
 
7.2%

Most occurring characters

ValueCountFrequency (%)
456
29.5%
1 293
18.9%
2 189
12.2%
0 161
 
10.4%
3 120
 
7.8%
8 94
 
6.1%
4 77
 
5.0%
6 60
 
3.9%
7 56
 
3.6%
5 38
 
2.5%

Most occurring categories

ValueCountFrequency (%)
Decimal Number 1092
70.5%
Space Separator 456
29.5%

Most frequent character per category

Decimal Number
ValueCountFrequency (%)
1 293
26.8%
2 189
17.3%
0 161
14.7%
3 120
11.0%
8 94
 
8.6%
4 77
 
7.1%
6 60
 
5.5%
7 56
 
5.1%
5 38
 
3.5%
9 4
 
0.4%
Space Separator
ValueCountFrequency (%)
456
100.0%

Most occurring scripts

ValueCountFrequency (%)
Common 1548
100.0%

Most frequent character per script

Common
ValueCountFrequency (%)
456
29.5%
1 293
18.9%
2 189
12.2%
0 161
 
10.4%
3 120
 
7.8%
8 94
 
6.1%
4 77
 
5.0%
6 60
 
3.9%
7 56
 
3.6%
5 38
 
2.5%

Most occurring blocks

ValueCountFrequency (%)
ASCII 1548
100.0%

Most frequent character per block

ASCII
ValueCountFrequency (%)
456
29.5%
1 293
18.9%
2 189
12.2%
0 161
 
10.4%
3 120
 
7.8%
8 94
 
6.1%
4 77
 
5.0%
6 60
 
3.9%
7 56
 
3.6%
5 38
 
2.5%
Distinct12
Distinct (%)3.2%
Missing0
Missing (%)0.0%
Memory size14.0 KiB
368 
Being committed to the business
 
1
How to properly cater for sheep
 
1
Spend much time
 
1
Selling of other farm goods
 
1
Other values (7)
 
7

Length

Max length64
Median length0
Mean length0.97097625
Min length0

Characters and Unicode

Total characters368
Distinct characters34
Distinct categories6 ?
Distinct scripts2 ?
Distinct blocks1 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique11 ?
Unique (%)2.9%

Sample

1st row
2nd row
3rd row
4th row
5th row

Common Values

ValueCountFrequency (%)
368
97.1%
Being committed to the business 1
 
0.3%
How to properly cater for sheep 1
 
0.3%
Spend much time 1
 
0.3%
Selling of other farm goods 1
 
0.3%
Burning of charcoal for sale 1
 
0.3%
Respondent has relocated the beehive to minimise pests invasion. 1
 
0.3%
Announce my business 1
 
0.3%
Reduce the price of my local drink(pito) 1
 
0.3%
Treat the birds frequently 1
 
0.3%
Other values (2) 2
 
0.5%

Length

Histogram of lengths of the category
ValueCountFrequency (%)
the 6
 
10.2%
to 3
 
5.1%
of 3
 
5.1%
business 2
 
3.4%
my 2
 
3.4%
for 2
 
3.4%
treat 2
 
3.4%
being 1
 
1.7%
frequently 1
 
1.7%
announce 1
 
1.7%
Other values (36) 36
61.0%

Most occurring characters

ValueCountFrequency (%)
49
13.3%
e 45
12.2%
n 27
 
7.3%
t 26
 
7.1%
o 24
 
6.5%
i 21
 
5.7%
r 20
 
5.4%
a 18
 
4.9%
s 16
 
4.3%
c 14
 
3.8%
Other values (24) 108
29.3%

Most occurring categories

ValueCountFrequency (%)
Lowercase Letter 305
82.9%
Space Separator 49
 
13.3%
Uppercase Letter 11
 
3.0%
Other Punctuation 1
 
0.3%
Open Punctuation 1
 
0.3%
Close Punctuation 1
 
0.3%

Most frequent character per category

Lowercase Letter
ValueCountFrequency (%)
e 45
14.8%
n 27
 
8.9%
t 26
 
8.5%
o 24
 
7.9%
i 21
 
6.9%
r 20
 
6.6%
a 18
 
5.9%
s 16
 
5.2%
c 14
 
4.6%
l 13
 
4.3%
Other values (13) 81
26.6%
Uppercase Letter
ValueCountFrequency (%)
R 3
27.3%
B 2
18.2%
S 2
18.2%
A 1
 
9.1%
H 1
 
9.1%
T 1
 
9.1%
M 1
 
9.1%
Space Separator
ValueCountFrequency (%)
49
100.0%
Other Punctuation
ValueCountFrequency (%)
. 1
100.0%
Open Punctuation
ValueCountFrequency (%)
( 1
100.0%
Close Punctuation
ValueCountFrequency (%)
) 1
100.0%

Most occurring scripts

ValueCountFrequency (%)
Latin 316
85.9%
Common 52
 
14.1%

Most frequent character per script

Latin
ValueCountFrequency (%)
e 45
14.2%
n 27
 
8.5%
t 26
 
8.2%
o 24
 
7.6%
i 21
 
6.6%
r 20
 
6.3%
a 18
 
5.7%
s 16
 
5.1%
c 14
 
4.4%
l 13
 
4.1%
Other values (20) 92
29.1%
Common
ValueCountFrequency (%)
49
94.2%
. 1
 
1.9%
( 1
 
1.9%
) 1
 
1.9%

Most occurring blocks

ValueCountFrequency (%)
ASCII 368
100.0%

Most frequent character per block

ASCII
ValueCountFrequency (%)
49
13.3%
e 45
12.2%
n 27
 
7.3%
t 26
 
7.1%
o 24
 
6.5%
i 21
 
5.7%
r 20
 
5.4%
a 18
 
4.9%
s 16
 
4.3%
c 14
 
3.8%
Other values (24) 108
29.3%

business_principles_applied
Categorical

HIGH CARDINALITY
HIGH CORRELATION

Distinct85
Distinct (%)22.4%
Missing0
Missing (%)0.0%
Memory size14.0 KiB
1
95 
1 4
22 
10
 
19
1 2 2003
 
19
1 3
 
17
Other values (80)
207 

Length

Max length9
Median length8
Mean length3.6833773
Min length0

Characters and Unicode

Total characters1396
Distinct characters11
Distinct categories2 ?
Distinct scripts1 ?
Distinct blocks1 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique36 ?
Unique (%)9.5%

Sample

1st row5
2nd row1 6
3rd row1 9
4th row0 1
5th row1 6

Common Values

ValueCountFrequency (%)
1 95
25.1%
1 4 22
 
5.8%
10 19
 
5.0%
1 2 2003 19
 
5.0%
1 3 17
 
4.5%
0 12
 
3.2%
1 2 2008 12
 
3.2%
1 8 8
 
2.1%
1 5 7
 
1.8%
1 2 3 8 7
 
1.8%
Other values (75) 161
42.5%

Length

Histogram of lengths of the category
ValueCountFrequency (%)
1 266
35.8%
2 96
 
12.9%
3 73
 
9.8%
8 50
 
6.7%
4 47
 
6.3%
6 39
 
5.2%
5 30
 
4.0%
2008 25
 
3.4%
10 24
 
3.2%
2003 19
 
2.6%
Other values (12) 75
 
10.1%

Most occurring characters

ValueCountFrequency (%)
366
26.2%
1 290
20.8%
0 199
14.3%
2 173
12.4%
3 92
 
6.6%
8 75
 
5.4%
4 54
 
3.9%
6 49
 
3.5%
7 48
 
3.4%
5 35
 
2.5%

Most occurring categories

ValueCountFrequency (%)
Decimal Number 1030
73.8%
Space Separator 366
 
26.2%

Most frequent character per category

Decimal Number
ValueCountFrequency (%)
1 290
28.2%
0 199
19.3%
2 173
16.8%
3 92
 
8.9%
8 75
 
7.3%
4 54
 
5.2%
6 49
 
4.8%
7 48
 
4.7%
5 35
 
3.4%
9 15
 
1.5%
Space Separator
ValueCountFrequency (%)
366
100.0%

Most occurring scripts

ValueCountFrequency (%)
Common 1396
100.0%

Most frequent character per script

Common
ValueCountFrequency (%)
366
26.2%
1 290
20.8%
0 199
14.3%
2 173
12.4%
3 92
 
6.6%
8 75
 
5.4%
4 54
 
3.9%
6 49
 
3.5%
7 48
 
3.4%
5 35
 
2.5%

Most occurring blocks

ValueCountFrequency (%)
ASCII 1396
100.0%

Most frequent character per block

ASCII
ValueCountFrequency (%)
366
26.2%
1 290
20.8%
0 199
14.3%
2 173
12.4%
3 92
 
6.6%
8 75
 
5.4%
4 54
 
3.9%
6 49
 
3.5%
7 48
 
3.4%
5 35
 
2.5%
Distinct11
Distinct (%)2.9%
Missing0
Missing (%)0.0%
Memory size14.0 KiB
368 
Yet to receive Guinea fowls and practice
 
2
Being committed to the business
 
1
None because he only received wallenting boot and two bags of cement and yet to receive the Guinea fowls
 
1
Invested the money into charcoal business because of the cost of soap ingredients
 
1
Other values (6)
 
6

Length

Max length104
Median length0
Mean length1.6015831
Min length0

Characters and Unicode

Total characters607
Distinct characters32
Distinct categories4 ?
Distinct scripts2 ?
Distinct blocks1 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique9 ?
Unique (%)2.4%

Sample

1st row
2nd row
3rd row
4th row
5th row

Common Values

ValueCountFrequency (%)
368
97.1%
Yet to receive Guinea fowls and practice 2
 
0.5%
Being committed to the business 1
 
0.3%
None because he only received wallenting boot and two bags of cement and yet to receive the Guinea fowls 1
 
0.3%
Invested the money into charcoal business because of the cost of soap ingredients 1
 
0.3%
Engage in other activities to make money 1
 
0.3%
Sell farm goods for money to invest into the soap making 1
 
0.3%
Respondent has placed cups containing oil round the beehives to prevent pests from attacking the bee. 1
 
0.3%
Yet to receive Guinea fowls 1
 
0.3%
Respondent havenot started the business yet 1
 
0.3%

Length

Histogram of lengths of the category
ValueCountFrequency (%)
to 9
 
8.7%
the 8
 
7.8%
yet 6
 
5.8%
receive 5
 
4.9%
guinea 5
 
4.9%
fowls 5
 
4.9%
and 5
 
4.9%
of 3
 
2.9%
practice 3
 
2.9%
business 3
 
2.9%
Other values (45) 51
49.5%

Most occurring characters

ValueCountFrequency (%)
96
15.8%
e 82
13.5%
t 51
 
8.4%
o 43
 
7.1%
n 42
 
6.9%
i 35
 
5.8%
a 33
 
5.4%
s 33
 
5.4%
c 24
 
4.0%
r 18
 
3.0%
Other values (22) 150
24.7%

Most occurring categories

ValueCountFrequency (%)
Lowercase Letter 494
81.4%
Space Separator 96
 
15.8%
Uppercase Letter 16
 
2.6%
Other Punctuation 1
 
0.2%

Most frequent character per category

Lowercase Letter
ValueCountFrequency (%)
e 82
16.6%
t 51
10.3%
o 43
 
8.7%
n 42
 
8.5%
i 35
 
7.1%
a 33
 
6.7%
s 33
 
6.7%
c 24
 
4.9%
r 18
 
3.6%
d 15
 
3.0%
Other values (12) 118
23.9%
Uppercase Letter
ValueCountFrequency (%)
G 5
31.2%
Y 4
25.0%
R 2
 
12.5%
N 1
 
6.2%
B 1
 
6.2%
I 1
 
6.2%
E 1
 
6.2%
S 1
 
6.2%
Space Separator
ValueCountFrequency (%)
96
100.0%
Other Punctuation
ValueCountFrequency (%)
. 1
100.0%

Most occurring scripts

ValueCountFrequency (%)
Latin 510
84.0%
Common 97
 
16.0%

Most frequent character per script

Latin
ValueCountFrequency (%)
e 82
16.1%
t 51
 
10.0%
o 43
 
8.4%
n 42
 
8.2%
i 35
 
6.9%
a 33
 
6.5%
s 33
 
6.5%
c 24
 
4.7%
r 18
 
3.5%
d 15
 
2.9%
Other values (20) 134
26.3%
Common
ValueCountFrequency (%)
96
99.0%
. 1
 
1.0%

Most occurring blocks

ValueCountFrequency (%)
ASCII 607
100.0%

Most frequent character per block

ASCII
ValueCountFrequency (%)
96
15.8%
e 82
13.5%
t 51
 
8.4%
o 43
 
7.1%
n 42
 
6.9%
i 35
 
5.8%
a 33
 
5.4%
s 33
 
5.4%
c 24
 
4.0%
r 18
 
3.0%
Other values (22) 150
24.7%

purchase_eggs
Categorical

Distinct3
Distinct (%)0.8%
Missing0
Missing (%)0.0%
Memory size14.0 KiB
0
246 
1
132 
 
1

Length

Max length1
Median length1
Mean length0.99736148
Min length0

Characters and Unicode

Total characters378
Distinct characters2
Distinct categories1 ?
Distinct scripts1 ?
Distinct blocks1 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique1 ?
Unique (%)0.3%

Sample

1st row0
2nd row0
3rd row0
4th row0
5th row0

Common Values

ValueCountFrequency (%)
0 246
64.9%
1 132
34.8%
1
 
0.3%

Length

Histogram of lengths of the category

Common Values (Plot)

ValueCountFrequency (%)
0 246
65.1%
1 132
34.9%

Most occurring characters

ValueCountFrequency (%)
0 246
65.1%
1 132
34.9%

Most occurring categories

ValueCountFrequency (%)
Decimal Number 378
100.0%

Most frequent character per category

Decimal Number
ValueCountFrequency (%)
0 246
65.1%
1 132
34.9%

Most occurring scripts

ValueCountFrequency (%)
Common 378
100.0%

Most frequent character per script

Common
ValueCountFrequency (%)
0 246
65.1%
1 132
34.9%

Most occurring blocks

ValueCountFrequency (%)
ASCII 378
100.0%

Most frequent character per block

ASCII
ValueCountFrequency (%)
0 246
65.1%
1 132
34.9%

purchase_beef
Categorical

Distinct6
Distinct (%)1.6%
Missing0
Missing (%)0.0%
Memory size14.0 KiB
1
166 
2
144 
3
48 
0
19 
999
 
1

Length

Max length3
Median length1
Mean length1.0026385
Min length0

Characters and Unicode

Total characters380
Distinct characters5
Distinct categories1 ?
Distinct scripts1 ?
Distinct blocks1 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique2 ?
Unique (%)0.5%

Sample

1st row2
2nd row2
3rd row2
4th row1
5th row1

Common Values

ValueCountFrequency (%)
1 166
43.8%
2 144
38.0%
3 48
 
12.7%
0 19
 
5.0%
999 1
 
0.3%
1
 
0.3%

Length

Histogram of lengths of the category

Common Values (Plot)

ValueCountFrequency (%)
1 166
43.9%
2 144
38.1%
3 48
 
12.7%
0 19
 
5.0%
999 1
 
0.3%

Most occurring characters

ValueCountFrequency (%)
1 166
43.7%
2 144
37.9%
3 48
 
12.6%
0 19
 
5.0%
9 3
 
0.8%

Most occurring categories

ValueCountFrequency (%)
Decimal Number 380
100.0%

Most frequent character per category

Decimal Number
ValueCountFrequency (%)
1 166
43.7%
2 144
37.9%
3 48
 
12.6%
0 19
 
5.0%
9 3
 
0.8%

Most occurring scripts

ValueCountFrequency (%)
Common 380
100.0%

Most frequent character per script

Common
ValueCountFrequency (%)
1 166
43.7%
2 144
37.9%
3 48
 
12.6%
0 19
 
5.0%
9 3
 
0.8%

Most occurring blocks

ValueCountFrequency (%)
ASCII 380
100.0%

Most frequent character per block

ASCII
ValueCountFrequency (%)
1 166
43.7%
2 144
37.9%
3 48
 
12.6%
0 19
 
5.0%
9 3
 
0.8%
Distinct3
Distinct (%)0.8%
Missing0
Missing (%)0.0%
Memory size14.0 KiB
1
354 
2
 
24
 
1

Length

Max length1
Median length1
Mean length0.99736148
Min length0

Characters and Unicode

Total characters378
Distinct characters2
Distinct categories1 ?
Distinct scripts1 ?
Distinct blocks1 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique1 ?
Unique (%)0.3%

Sample

1st row1
2nd row1
3rd row1
4th row1
5th row1

Common Values

ValueCountFrequency (%)
1 354
93.4%
2 24
 
6.3%
1
 
0.3%

Length

Histogram of lengths of the category

Common Values (Plot)

ValueCountFrequency (%)
1 354
93.7%
2 24
 
6.3%

Most occurring characters

ValueCountFrequency (%)
1 354
93.7%
2 24
 
6.3%

Most occurring categories

ValueCountFrequency (%)
Decimal Number 378
100.0%

Most frequent character per category

Decimal Number
ValueCountFrequency (%)
1 354
93.7%
2 24
 
6.3%

Most occurring scripts

ValueCountFrequency (%)
Common 378
100.0%

Most frequent character per script

Common
ValueCountFrequency (%)
1 354
93.7%
2 24
 
6.3%

Most occurring blocks

ValueCountFrequency (%)
ASCII 378
100.0%

Most frequent character per block

ASCII
ValueCountFrequency (%)
1 354
93.7%
2 24
 
6.3%

fuel
Categorical

Distinct2
Distinct (%)0.5%
Missing0
Missing (%)0.0%
Memory size14.0 KiB
1
378 
 
1

Length

Max length1
Median length1
Mean length0.99736148
Min length0

Characters and Unicode

Total characters378
Distinct characters1
Distinct categories1 ?
Distinct scripts1 ?
Distinct blocks1 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique1 ?
Unique (%)0.3%

Sample

1st row1
2nd row1
3rd row1
4th row1
5th row1

Common Values

ValueCountFrequency (%)
1 378
99.7%
1
 
0.3%

Length

Histogram of lengths of the category

Common Values (Plot)

ValueCountFrequency (%)
1 378
100.0%

Most occurring characters

ValueCountFrequency (%)
1 378
100.0%

Most occurring categories

ValueCountFrequency (%)
Decimal Number 378
100.0%

Most frequent character per category

Decimal Number
ValueCountFrequency (%)
1 378
100.0%

Most occurring scripts

ValueCountFrequency (%)
Common 378
100.0%

Most frequent character per script

Common
ValueCountFrequency (%)
1 378
100.0%

Most occurring blocks

ValueCountFrequency (%)
ASCII 378
100.0%

Most frequent character per block

ASCII
ValueCountFrequency (%)
1 378
100.0%

gas_stove
Categorical

Distinct3
Distinct (%)0.8%
Missing0
Missing (%)0.0%
Memory size14.0 KiB
0
369 
1
 
9
 
1

Length

Max length1
Median length1
Mean length0.99736148
Min length0

Characters and Unicode

Total characters378
Distinct characters2
Distinct categories1 ?
Distinct scripts1 ?
Distinct blocks1 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique1 ?
Unique (%)0.3%

Sample

1st row0
2nd row0
3rd row0
4th row0
5th row0

Common Values

ValueCountFrequency (%)
0 369
97.4%
1 9
 
2.4%
1
 
0.3%

Length

Histogram of lengths of the category

Common Values (Plot)

ValueCountFrequency (%)
0 369
97.6%
1 9
 
2.4%

Most occurring characters

ValueCountFrequency (%)
0 369
97.6%
1 9
 
2.4%

Most occurring categories

ValueCountFrequency (%)
Decimal Number 378
100.0%

Most frequent character per category

Decimal Number
ValueCountFrequency (%)
0 369
97.6%
1 9
 
2.4%

Most occurring scripts

ValueCountFrequency (%)
Common 378
100.0%

Most frequent character per script

Common
ValueCountFrequency (%)
0 369
97.6%
1 9
 
2.4%

Most occurring blocks

ValueCountFrequency (%)
ASCII 378
100.0%

Most frequent character per block

ASCII
ValueCountFrequency (%)
0 369
97.6%
1 9
 
2.4%

refrigerator
Categorical

Distinct3
Distinct (%)0.8%
Missing0
Missing (%)0.0%
Memory size14.0 KiB
0
338 
1
40 
 
1

Length

Max length1
Median length1
Mean length0.99736148
Min length0

Characters and Unicode

Total characters378
Distinct characters2
Distinct categories1 ?
Distinct scripts1 ?
Distinct blocks1 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique1 ?
Unique (%)0.3%

Sample

1st row0
2nd row0
3rd row0
4th row0
5th row0

Common Values

ValueCountFrequency (%)
0 338
89.2%
1 40
 
10.6%
1
 
0.3%

Length

Histogram of lengths of the category

Common Values (Plot)

ValueCountFrequency (%)
0 338
89.4%
1 40
 
10.6%

Most occurring characters

ValueCountFrequency (%)
0 338
89.4%
1 40
 
10.6%

Most occurring categories

ValueCountFrequency (%)
Decimal Number 378
100.0%

Most frequent character per category

Decimal Number
ValueCountFrequency (%)
0 338
89.4%
1 40
 
10.6%

Most occurring scripts

ValueCountFrequency (%)
Common 378
100.0%

Most frequent character per script

Common
ValueCountFrequency (%)
0 338
89.4%
1 40
 
10.6%

Most occurring blocks

ValueCountFrequency (%)
ASCII 378
100.0%

Most frequent character per block

ASCII
ValueCountFrequency (%)
0 338
89.4%
1 40
 
10.6%

fan
Categorical

Distinct3
Distinct (%)0.8%
Missing0
Missing (%)0.0%
Memory size14.0 KiB
0
269 
1
109 
 
1

Length

Max length1
Median length1
Mean length0.99736148
Min length0

Characters and Unicode

Total characters378
Distinct characters2
Distinct categories1 ?
Distinct scripts1 ?
Distinct blocks1 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique1 ?
Unique (%)0.3%

Sample

1st row0
2nd row0
3rd row0
4th row1
5th row1

Common Values

ValueCountFrequency (%)
0 269
71.0%
1 109
28.8%
1
 
0.3%

Length

Histogram of lengths of the category

Common Values (Plot)

ValueCountFrequency (%)
0 269
71.2%
1 109
28.8%

Most occurring characters

ValueCountFrequency (%)
0 269
71.2%
1 109
28.8%

Most occurring categories

ValueCountFrequency (%)
Decimal Number 378
100.0%

Most frequent character per category

Decimal Number
ValueCountFrequency (%)
0 269
71.2%
1 109
28.8%

Most occurring scripts

ValueCountFrequency (%)
Common 378
100.0%

Most frequent character per script

Common
ValueCountFrequency (%)
0 269
71.2%
1 109
28.8%

Most occurring blocks

ValueCountFrequency (%)
ASCII 378
100.0%

Most frequent character per block

ASCII
ValueCountFrequency (%)
0 269
71.2%
1 109
28.8%

television
Categorical

Distinct3
Distinct (%)0.8%
Missing0
Missing (%)0.0%
Memory size14.0 KiB
0
276 
1
102 
 
1

Length

Max length1
Median length1
Mean length0.99736148
Min length0

Characters and Unicode

Total characters378
Distinct characters2
Distinct categories1 ?
Distinct scripts1 ?
Distinct blocks1 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique1 ?
Unique (%)0.3%

Sample

1st row0
2nd row0
3rd row0
4th row1
5th row1

Common Values

ValueCountFrequency (%)
0 276
72.8%
1 102
 
26.9%
1
 
0.3%

Length

Histogram of lengths of the category

Common Values (Plot)

ValueCountFrequency (%)
0 276
73.0%
1 102
 
27.0%

Most occurring characters

ValueCountFrequency (%)
0 276
73.0%
1 102
 
27.0%

Most occurring categories

ValueCountFrequency (%)
Decimal Number 378
100.0%

Most frequent character per category

Decimal Number
ValueCountFrequency (%)
0 276
73.0%
1 102
 
27.0%

Most occurring scripts

ValueCountFrequency (%)
Common 378
100.0%

Most frequent character per script

Common
ValueCountFrequency (%)
0 276
73.0%
1 102
 
27.0%

Most occurring blocks

ValueCountFrequency (%)
ASCII 378
100.0%

Most frequent character per block

ASCII
ValueCountFrequency (%)
0 276
73.0%
1 102
 
27.0%

borrowed_30days
Categorical

Distinct3
Distinct (%)0.8%
Missing0
Missing (%)0.0%
Memory size14.0 KiB
0
253 
1
125 
 
1

Length

Max length1
Median length1
Mean length0.99736148
Min length0

Characters and Unicode

Total characters378
Distinct characters2
Distinct categories1 ?
Distinct scripts1 ?
Distinct blocks1 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique1 ?
Unique (%)0.3%

Sample

1st row1
2nd row0
3rd row0
4th row0
5th row0

Common Values

ValueCountFrequency (%)
0 253
66.8%
1 125
33.0%
1
 
0.3%

Length

Histogram of lengths of the category

Common Values (Plot)

ValueCountFrequency (%)
0 253
66.9%
1 125
33.1%

Most occurring characters

ValueCountFrequency (%)
0 253
66.9%
1 125
33.1%

Most occurring categories

ValueCountFrequency (%)
Decimal Number 378
100.0%

Most frequent character per category

Decimal Number
ValueCountFrequency (%)
0 253
66.9%
1 125
33.1%

Most occurring scripts

ValueCountFrequency (%)
Common 378
100.0%

Most frequent character per script

Common
ValueCountFrequency (%)
0 253
66.9%
1 125
33.1%

Most occurring blocks

ValueCountFrequency (%)
ASCII 378
100.0%

Most frequent character per block

ASCII
ValueCountFrequency (%)
0 253
66.9%
1 125
33.1%

borrowed_reason
Categorical

Distinct5
Distinct (%)1.3%
Missing0
Missing (%)0.0%
Memory size14.0 KiB
254 
1
52 
777
37 
2
 
23
3
 
13

Length

Max length3
Median length0
Mean length0.52506596
Min length0

Characters and Unicode

Total characters199
Distinct characters4
Distinct categories1 ?
Distinct scripts1 ?
Distinct blocks1 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row3
2nd row
3rd row
4th row
5th row

Common Values

ValueCountFrequency (%)
254
67.0%
1 52
 
13.7%
777 37
 
9.8%
2 23
 
6.1%
3 13
 
3.4%

Length

Histogram of lengths of the category

Common Values (Plot)

ValueCountFrequency (%)
1 52
41.6%
777 37
29.6%
2 23
18.4%
3 13
 
10.4%

Most occurring characters

ValueCountFrequency (%)
7 111
55.8%
1 52
26.1%
2 23
 
11.6%
3 13
 
6.5%

Most occurring categories

ValueCountFrequency (%)
Decimal Number 199
100.0%

Most frequent character per category

Decimal Number
ValueCountFrequency (%)
7 111
55.8%
1 52
26.1%
2 23
 
11.6%
3 13
 
6.5%

Most occurring scripts

ValueCountFrequency (%)
Common 199
100.0%

Most frequent character per script

Common
ValueCountFrequency (%)
7 111
55.8%
1 52
26.1%
2 23
 
11.6%
3 13
 
6.5%

Most occurring blocks

ValueCountFrequency (%)
ASCII 199
100.0%

Most frequent character per block

ASCII
ValueCountFrequency (%)
7 111
55.8%
1 52
26.1%
2 23
 
11.6%
3 13
 
6.5%

reduce_food
Categorical

Distinct3
Distinct (%)0.8%
Missing0
Missing (%)0.0%
Memory size14.0 KiB
1
246 
0
132 
 
1

Length

Max length1
Median length1
Mean length0.99736148
Min length0

Characters and Unicode

Total characters378
Distinct characters2
Distinct categories1 ?
Distinct scripts1 ?
Distinct blocks1 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique1 ?
Unique (%)0.3%

Sample

1st row1
2nd row1
3rd row1
4th row1
5th row0

Common Values

ValueCountFrequency (%)
1 246
64.9%
0 132
34.8%
1
 
0.3%

Length

Histogram of lengths of the category

Common Values (Plot)

ValueCountFrequency (%)
1 246
65.1%
0 132
34.9%

Most occurring characters

ValueCountFrequency (%)
1 246
65.1%
0 132
34.9%

Most occurring categories

ValueCountFrequency (%)
Decimal Number 378
100.0%

Most frequent character per category

Decimal Number
ValueCountFrequency (%)
1 246
65.1%
0 132
34.9%

Most occurring scripts

ValueCountFrequency (%)
Common 378
100.0%

Most frequent character per script

Common
ValueCountFrequency (%)
1 246
65.1%
0 132
34.9%

Most occurring blocks

ValueCountFrequency (%)
ASCII 378
100.0%

Most frequent character per block

ASCII
ValueCountFrequency (%)
1 246
65.1%
0 132
34.9%
Distinct5
Distinct (%)1.3%
Missing0
Missing (%)0.0%
Memory size14.0 KiB
2
221 
3
62 
1
54 
4
41 
 
1

Length

Max length1
Median length1
Mean length0.99736148
Min length0

Characters and Unicode

Total characters378
Distinct characters4
Distinct categories1 ?
Distinct scripts1 ?
Distinct blocks1 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique1 ?
Unique (%)0.3%

Sample

1st row1
2nd row2
3rd row2
4th row2
5th row4

Common Values

ValueCountFrequency (%)
2 221
58.3%
3 62
 
16.4%
1 54
 
14.2%
4 41
 
10.8%
1
 
0.3%

Length

Histogram of lengths of the category

Common Values (Plot)

ValueCountFrequency (%)
2 221
58.5%
3 62
 
16.4%
1 54
 
14.3%
4 41
 
10.8%

Most occurring characters

ValueCountFrequency (%)
2 221
58.5%
3 62
 
16.4%
1 54
 
14.3%
4 41
 
10.8%

Most occurring categories

ValueCountFrequency (%)
Decimal Number 378
100.0%

Most frequent character per category

Decimal Number
ValueCountFrequency (%)
2 221
58.5%
3 62
 
16.4%
1 54
 
14.3%
4 41
 
10.8%

Most occurring scripts

ValueCountFrequency (%)
Common 378
100.0%

Most frequent character per script

Common
ValueCountFrequency (%)
2 221
58.5%
3 62
 
16.4%
1 54
 
14.3%
4 41
 
10.8%

Most occurring blocks

ValueCountFrequency (%)
ASCII 378
100.0%

Most frequent character per block

ASCII
ValueCountFrequency (%)
2 221
58.5%
3 62
 
16.4%
1 54
 
14.3%
4 41
 
10.8%

current_wealth
Categorical

Distinct6
Distinct (%)1.6%
Missing0
Missing (%)0.0%
Memory size14.0 KiB
1
141 
3
133 
2
88 
4
15 
888
 
1

Length

Max length3
Median length1
Mean length1.0026385
Min length0

Characters and Unicode

Total characters380
Distinct characters5
Distinct categories1 ?
Distinct scripts1 ?
Distinct blocks1 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique2 ?
Unique (%)0.5%

Sample

1st row1
2nd row3
3rd row1
4th row1
5th row3

Common Values

ValueCountFrequency (%)
1 141
37.2%
3 133
35.1%
2 88
23.2%
4 15
 
4.0%
888 1
 
0.3%
1
 
0.3%

Length

Histogram of lengths of the category

Common Values (Plot)

ValueCountFrequency (%)
1 141
37.3%
3 133
35.2%
2 88
23.3%
4 15
 
4.0%
888 1
 
0.3%

Most occurring characters

ValueCountFrequency (%)
1 141
37.1%
3 133
35.0%
2 88
23.2%
4 15
 
3.9%
8 3
 
0.8%

Most occurring categories

ValueCountFrequency (%)
Decimal Number 380
100.0%

Most frequent character per category

Decimal Number
ValueCountFrequency (%)
1 141
37.1%
3 133
35.0%
2 88
23.2%
4 15
 
3.9%
8 3
 
0.8%

Most occurring scripts

ValueCountFrequency (%)
Common 380
100.0%

Most frequent character per script

Common
ValueCountFrequency (%)
1 141
37.1%
3 133
35.0%
2 88
23.2%
4 15
 
3.9%
8 3
 
0.8%

Most occurring blocks

ValueCountFrequency (%)
ASCII 380
100.0%

Most frequent character per block

ASCII
ValueCountFrequency (%)
1 141
37.1%
3 133
35.0%
2 88
23.2%
4 15
 
3.9%
8 3
 
0.8%

future_wealth
Categorical

Distinct6
Distinct (%)1.6%
Missing0
Missing (%)0.0%
Memory size14.0 KiB
3
158 
2
88 
1
70 
4
39 
999
23 

Length

Max length3
Median length1
Mean length1.1187335
Min length0

Characters and Unicode

Total characters424
Distinct characters5
Distinct categories1 ?
Distinct scripts1 ?
Distinct blocks1 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique1 ?
Unique (%)0.3%

Sample

1st row3
2nd row3
3rd row2
4th row1
5th row3

Common Values

ValueCountFrequency (%)
3 158
41.7%
2 88
23.2%
1 70
18.5%
4 39
 
10.3%
999 23
 
6.1%
1
 
0.3%

Length

Histogram of lengths of the category

Common Values (Plot)

ValueCountFrequency (%)
3 158
41.8%
2 88
23.3%
1 70
18.5%
4 39
 
10.3%
999 23
 
6.1%

Most occurring characters

ValueCountFrequency (%)
3 158
37.3%
2 88
20.8%
1 70
16.5%
9 69
16.3%
4 39
 
9.2%

Most occurring categories

ValueCountFrequency (%)
Decimal Number 424
100.0%

Most frequent character per category

Decimal Number
ValueCountFrequency (%)
3 158
37.3%
2 88
20.8%
1 70
16.5%
9 69
16.3%
4 39
 
9.2%

Most occurring scripts

ValueCountFrequency (%)
Common 424
100.0%

Most frequent character per script

Common
ValueCountFrequency (%)
3 158
37.3%
2 88
20.8%
1 70
16.5%
9 69
16.3%
4 39
 
9.2%

Most occurring blocks

ValueCountFrequency (%)
ASCII 424
100.0%

Most frequent character per block

ASCII
ValueCountFrequency (%)
3 158
37.3%
2 88
20.8%
1 70
16.5%
9 69
16.3%
4 39
 
9.2%

Interactions

Correlations

Auto

The auto setting is an interpretable pairwise column metric of the following mapping:
  • Variable_type-Variable_type : Method, Range
  • Categorical-Categorical : Cramer's V, [0,1]
  • Numerical-Categorical : Cramer's V, [0,1] (using a discretized numerical column)
  • Numerical-Numerical : Spearman's ρ, [-1,1]
The number of bins used in the discretization for the Numerical-Categorical column pair can be changed using config.correlations["auto"].n_bins. The number of bins affects the granularity of the association you wish to measure.

This configuration uses the recommended metric for each pair of columns.

Cramér's V (φc)

Cramér's V is an association measure for nominal random variables. The coefficient ranges from 0 to 1, with 0 indicating independence and 1 indicating perfect association. The empirical estimators used for Cramér's V have been proved to be biased, even for large samples. We use a bias-corrected measure that has been proposed by Bergsma in 2013 that can be found here.

Phik (φk)

Phik (φk) is a new and practical correlation coefficient that works consistently between categorical, ordinal and interval variables, captures non-linear dependency and reverts to the Pearson correlation coefficient in case of a bivariate normal input distribution. There is extensive documentation available here.

Missing values

A simple visualization of nullity by column.
Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.

Sample

starttimeendtimedeviceidsubscriberidsimiddevicephonenumusernameduration_truetext_auditconsent_audiopct_sound_between0_60respid_checkezwichid_checkresp_reachresp_reach2beneficiary_checktrue_beneficiarytrue_beneficiary_talkverify_beneficiarypre_consent_tsVoluntarily_participateUnderstand_purpose_rightssurvey_start_tsregiondistrictcommunityFull_NameSexAgeschoolingschooling_othermarital_statusmarital_status_otherhousehold_sizeemployment_statusemployment_status_otherhad_businessprevious_business_statusbusiness_status_othernew_businesscompleted_tech_trainingreceived_grantgrant_monthgrant_amounthave_goalspecific_goalspecific_goal_othergoal_timelinegoal_costaccomplish_goalaccomplish_goal_othersavings_frequencysavings_frequency_oftensavings_frequency_often_othersavings_amountsavings_amount_howmuchsave_30dayssave_purpose_30dayssave_purpose_30days_othersavings_times_30dayssavings_times_30days_othersavings_amount_30dayssavings_place_30dayssavings_place_30days_othersave_12monthssave_purpose_12monthssave_purpose_12months_othersavings_times_12monthssavings_times_12months_othersavings_amount_12monthssavings_place_12monthssavings_place_12months_othersave_abilitysave_reasonsave_reason_otherbusiness_principlesbusiness_principles_otherbusiness_principles_appliedbusiness_principles_applied_otherpurchase_eggspurchase_beefconstruction_materialfuelgas_stoverefrigeratorfantelevisionborrowed_30daysborrowed_reasonreduce_foodunexpected_expensecurrent_wealthfuture_wealth
312022-11-27T11:06:04.188Z2022-11-27T15:45:05.438Z3522311125347276200101014126298923301001014126295jwilliams@jmkconsultinggroup.org-1289.834TA_989b4c9f-e1c9-472c-a0be-fb0a37ca5cc6.csv0.646109510120170141016496909111166954725711166954726522031562330114101111112311212111211011 2350111 233001311502110000131113
322022-11-27T12:50:33.288Z2022-11-27T15:39:43.035Z3522311125347276200101014126298923301001014126295jwilliams@jmkconsultinggroup.org-1018.47TA_8333ef6a-1cdf-43d4-aa86-f80304775d92.csv0.6980589504201633010158692661111669553539111669553547220315624501104011111138312611 31211011 225011222001311 61 60211000001233
332022-11-27T13:15:27.986Z2022-11-27T15:35:58.274Z3522311125347276200101014126298923301001014126295jwilliams@jmkconsultinggroup.org-1256.139TA_cabbae37-32e8-42ac-8852-124dd90143b0.csv0.8182949596201634910158696181111669555025111669555072220315614001151121111147112711 31115113110111 2325013111 90211000001212
342022-11-27T13:51:58.297Z2022-11-27T15:33:15.404Z3522311125347276200101014126298923301001014126295jwilliams@jmkconsultinggroup.orgTA_3865243c-12f6-4fbe-99c9-7f33f29684a6.csv0.6297021944201700010158648531111669557192111.67E+09220315614101611211111919127011 2 2005340111 2324013110 10111001101211
352022-11-27T14:35:09.320Z2022-11-27T15:31:33.795Z3522311125347276200101014126298923301001014126295jwilliams@jmkconsultinggroup.org-1239.55TA_ff615fc0-02bd-42a1-b8b5-1b8eeb037096.csv0.6527985633201634710158649711111669559980111669559992220315624011821211111919121211 312011 2 200531201 211 2 200534001321 51 60111001100433
362022-11-27T15:47:06.957Z2022-11-27T16:09:36.001Z3522311125347276200101014126298923301001014126295jwilliams@jmkconsultinggroup.org-1092.699001TA_298731db-d50e-4f34-abee-d6ac53e600ac.csv0.9948109711201634010158646951111669564125111669564130220315615501104011111462121211 319990011 22501311 41 611110110131212
372022-11-27T10:08:28.326Z2022-11-27T20:30:29.152Z352232119640343jwilliams@jmkconsultinggroup.org-2599.158TA_ab9dc08b-6e4a-4dd9-9c86-f8112cff4197.csv0.54624054352023719101191346111116695440041116695440371108295242111721777Different business (Share bottor processing)0118120012611 2 20031777Every two weeks112011 2 5 777Household feeding2402 777Group savings (not with financial institution)11 2 5 777Household feeding777142202 777Group savings (not with financial institution)211 3 4 777Being committed to the business1 3 0777Being committed to the business1111000011122999
382022-11-27T12:57:23.433Z2022-11-27T20:38:20.903Z352232119640343jwilliams@jmkconsultinggroup.orgTA_e2666134-3923-4c96-a5ae-bb39ae6ddbbf.csv0.550166527920239401011913244111166955407411166955408411082952420112200118150012711111280011 232402 77711 2 3 82 3 20081111001001122
392022-11-27T13:48:56.729Z2022-11-27T20:41:13.635Z352232119640343jwilliams@jmkconsultinggroup.org-2334.006TA_b03b189b-350c-4f99-8c6d-ec453a9230da.csv0.59829406992023984101191532511116695570071116695570131108295159011120111915001231112118011 2 2004260777Group savings (not with financial institution)11 2 4 777Household feeding3350777Group savings (not with financial institution)211 2 3 6 82 3 6 81111000001222
402022-11-27T14:58:37.482Z2022-11-27T20:45:16.493Z352232119640343jwilliams@jmkconsultinggroup.org-1663.188TA_e06bae6d-07fa-4599-993a-d89938d0c4b9.csv0.679463024202396810119129221111.67E+09111669561469110829524601920111810501631112112011 221201 777Group savings (not with financial institution)11 27772711401 777Group savings (not with financial institutions)11 2 6 81 2 3 81111001101333
starttimeendtimedeviceidsubscriberidsimiddevicephonenumusernameduration_truetext_auditconsent_audiopct_sound_between0_60respid_checkezwichid_checkresp_reachresp_reach2beneficiary_checktrue_beneficiarytrue_beneficiary_talkverify_beneficiarypre_consent_tsVoluntarily_participateUnderstand_purpose_rightssurvey_start_tsregiondistrictcommunityFull_NameSexAgeschoolingschooling_othermarital_statusmarital_status_otherhousehold_sizeemployment_statusemployment_status_otherhad_businessprevious_business_statusbusiness_status_othernew_businesscompleted_tech_trainingreceived_grantgrant_monthgrant_amounthave_goalspecific_goalspecific_goal_othergoal_timelinegoal_costaccomplish_goalaccomplish_goal_othersavings_frequencysavings_frequency_oftensavings_frequency_often_othersavings_amountsavings_amount_howmuchsave_30dayssave_purpose_30dayssave_purpose_30days_othersavings_times_30dayssavings_times_30days_othersavings_amount_30dayssavings_place_30dayssavings_place_30days_othersave_12monthssave_purpose_12monthssave_purpose_12months_othersavings_times_12monthssavings_times_12months_othersavings_amount_12monthssavings_place_12monthssavings_place_12months_othersave_abilitysave_reasonsave_reason_otherbusiness_principlesbusiness_principles_otherbusiness_principles_appliedbusiness_principles_applied_otherpurchase_eggspurchase_beefconstruction_materialfuelgas_stoverefrigeratorfantelevisionborrowed_30daysborrowed_reasonreduce_foodunexpected_expensecurrent_wealthfuture_wealth
4002022-11-29T12:23:16.634Z2022-11-29T12:47:13.764Z365ea3722980dd28jwilliams@jmkconsultinggroup.orgTA_811914cd-9e1b-4b6e-99bc-c5dfe51f64d6.csvAA_811914cd-9e1b-4b6e-99bc-c5dfe51f64d6_resp_reach.m4a0.8921363953201593110179983911111669724667111.67E+0933012432420191110111015810011 2340311 23999312 6 20082 6 20080211000001331
4012022-11-29T09:02:04.829Z2022-11-29T19:40:36.284Z365ea3722980dd28jwilliams@jmkconsultinggroup.org-765.5100005TA_a7ddd207-c1fa-4ca3-a9d7-6bf3b9b4b243.csv0.87314814812015930101736476111116697127551116697127613301243262019100111013800012 83100312 839003222 82 802110000121113
4022022-11-29T08:37:25.314Z2022-11-29T17:20:34.170Z365ea3722980dd28jwilliams@jmkconsultinggroup.org-1254.905TA_be23fe98-ba91-4575-8654-2c83a4d27ebe.csv0.674690738920158881017365372111166971110411166971111033012432640193120111013800012 83999312 839993222 6 20082 603110000121113
4032022-11-29T07:51:03.826Z2022-11-29T17:12:21.729Z365ea3722980dd28jwilliams@jmkconsultinggroup.org-1584.846TA_cbf14eeb-bf24-47e7-bf4d-b29fddde002d.csv0.77946954812015893101736503211116697084651116697084833301243137111031301110158100004777Respondent said whenever they were to share their savings, he usually would be given less than he saved. I encourage him to join another group.2 3 20082 811110000111213
4042022-11-29T10:39:04.183Z2022-11-29T10:59:25.016Z365ea3722980dd28jwilliams@jmkconsultinggroup.org-1116.701TA_d2e8b06f-e846-4a81-bded-619545001bb4.csvAA_d2e8b06f-e846-4a81-bded-619545001bb4_resp_reach.m4a0.967213114820159291017364650111166971841411166971842033012432470161120111015810013 53100313 53130032777Respondent successfully save every week.2 32 302110000130223
4052022-11-29T11:31:42.740Z2022-11-29T11:54:03.072Z365ea3722980dd28jwilliams@jmkconsultinggroup.org-1127.328TA_d9a96f45-c6cb-4289-9c08-6d56331033c7.csv0.9350746269201589010173650181111669721624111669721631330124323601172120111013050012 8380312 832000312 6 20082 6 200803110000111323
4062022-11-28T14:50:12.412Z2022-11-29T17:29:15.041Z352232117694672jwilliams@jmkconsultinggroup.org-593.8449998TA_de500966-4304-4618-8948-3e3ad7231a4b.csvAA_de500966-4304-4618-8948-3e3ad7231a4b_resp_reach.m4a0.515221582026956486672595511116696473231116696473302206310146011920111810719121777I am going to borrow1511 2250311 2 20042503221102110000111212
4072022-11-29T08:01:07.252Z2022-11-29T19:34:43.467Z352232119413063jwilliams@jmkconsultinggroup.orgTA_f4f987d7-9d30-4916-89fc-20bb4fbc0b7a.csv0.6382723455201628648672581551111.67E+09111.67E+09440922315001740011915001212111212011 2 20082140777Mobile money11 834003 777Mobile money31110311011117771213
4082022-11-28T13:23:04.526Z2022-11-29T17:27:38.864Z352232117694672jwilliams@jmkconsultinggroup.orgTA_fac21408-bffb-4b57-8176-c0b9e31e6867.csv0.346893974820269584866726240111166964236811166964238822063102999011221211183601224121777I want to borrow150000441102110000121221
4092022-11-29T09:45:13.098Z2022-11-29T19:31:53.665Z352232119413063jwilliams@jmkconsultinggroup.org-503.1739998TA_fdedfa83-dbbb-4d7c-ac0e-6c72c8c58dd8.csvAA_fdedfa83-dbbb-4d7c-ac0e-6c72c8c58dd8_resp_reach.m4a0.509013785820162504867257287111166971523211166971523744092232390152011191020121211 777Charcoal burning1211011 2 20082100311 236003211 3101110111111213